http://git-wip-us.apache.org/repos/asf/incubator-madlib-site/blob/bed9253d/docs/latest/prob_8sql__in.html
----------------------------------------------------------------------
diff --git a/docs/latest/prob_8sql__in.html b/docs/latest/prob_8sql__in.html
index 624c621..2ac3b7b 100644
--- a/docs/latest/prob_8sql__in.html
+++ b/docs/latest/prob_8sql__in.html
@@ -47,7 +47,7 @@
   <td id="projectlogo"><a href="http://madlib.net";><img alt="Logo" 
src="madlib.png" height="50" style="padding-left:0.5em;" border="0"/ ></a></td>
   <td style="padding-left: 0.5em;">
    <div id="projectname">
-   <span id="projectnumber">1.9</span>
+   <span id="projectnumber">1.9.1</span>
    </div>
    <div id="projectbrief">User Documentation for MADlib</div>
   </td>
@@ -414,11 +414,11 @@ Functions</h2></td></tr>
 <dl class="params"><dt>Parameters</dt><dd>
   <table class="params">
     <tr><td class="paramname">x</td><td>Random variate <img class="formulaInl" 
alt="$ x $" src="form_178.png"/> </td></tr>
-    <tr><td class="paramname">sp</td><td>Success probability <img 
class="formulaInl" alt="$ p \in [0,1] $" src="form_240.png"/> </td></tr>
+    <tr><td class="paramname">sp</td><td>Success probability <img 
class="formulaInl" alt="$ p \in [0,1] $" src="form_241.png"/> </td></tr>
   </table>
   </dd>
 </dl>
-<dl class="section return"><dt>Returns</dt><dd><img class="formulaInl" alt="$ 
\Pr[X \leq x] $" src="form_257.png"/> where <img class="formulaInl" alt="$ X $" 
src="form_2.png"/> is a Bernoulli-distributed random variable with success 
probability <img class="formulaInl" alt="$ \mathit{sp} $" src="form_258.png"/> 
</dd></dl>
+<dl class="section return"><dt>Returns</dt><dd><img class="formulaInl" alt="$ 
\Pr[X \leq x] $" src="form_258.png"/> where <img class="formulaInl" alt="$ X $" 
src="form_2.png"/> is a Bernoulli-distributed random variable with success 
probability <img class="formulaInl" alt="$ \mathit{sp} $" src="form_259.png"/> 
</dd></dl>
 
 </div>
 </div>
@@ -448,11 +448,11 @@ Functions</h2></td></tr>
 <dl class="params"><dt>Parameters</dt><dd>
   <table class="params">
     <tr><td class="paramname">x</td><td>Random variate <img class="formulaInl" 
alt="$ x $" src="form_178.png"/> </td></tr>
-    <tr><td class="paramname">sp</td><td>Success probability <img 
class="formulaInl" alt="$ \mathit{sp} \in [0,1] $" src="form_259.png"/> 
</td></tr>
+    <tr><td class="paramname">sp</td><td>Success probability <img 
class="formulaInl" alt="$ \mathit{sp} \in [0,1] $" src="form_260.png"/> 
</td></tr>
   </table>
   </dd>
 </dl>
-<dl class="section return"><dt>Returns</dt><dd><img class="formulaInl" alt="$ 
f(x) $" src="form_260.png"/> where <img class="formulaInl" alt="$ f $" 
src="form_261.png"/> is the probability mass function of a 
Bernoulli-distributed random variable with success probability <img 
class="formulaInl" alt="$ \mathit{sp} $" src="form_258.png"/> </dd></dl>
+<dl class="section return"><dt>Returns</dt><dd><img class="formulaInl" alt="$ 
f(x) $" src="form_261.png"/> where <img class="formulaInl" alt="$ f $" 
src="form_262.png"/> is the probability mass function of a 
Bernoulli-distributed random variable with success probability <img 
class="formulaInl" alt="$ \mathit{sp} $" src="form_259.png"/> </dd></dl>
 
 </div>
 </div>
@@ -481,12 +481,12 @@ Functions</h2></td></tr>
 </div><div class="memdoc">
 <dl class="params"><dt>Parameters</dt><dd>
   <table class="params">
-    <tr><td class="paramname">p</td><td>Probability <img class="formulaInl" 
alt="$ p \in [0,1] $" src="form_240.png"/> </td></tr>
-    <tr><td class="paramname">sp</td><td>Success probability <img 
class="formulaInl" alt="$ \mathit{sp} \in [0,1] $" src="form_259.png"/> 
</td></tr>
+    <tr><td class="paramname">p</td><td>Probability <img class="formulaInl" 
alt="$ p \in [0,1] $" src="form_241.png"/> </td></tr>
+    <tr><td class="paramname">sp</td><td>Success probability <img 
class="formulaInl" alt="$ \mathit{sp} \in [0,1] $" src="form_260.png"/> 
</td></tr>
   </table>
   </dd>
 </dl>
-<dl class="section return"><dt>Returns</dt><dd>0 if <img class="formulaInl" 
alt="$ p \leq 1 - \mathit{sp} $" src="form_262.png"/> and 1 otherwise </dd></dl>
+<dl class="section return"><dt>Returns</dt><dd>0 if <img class="formulaInl" 
alt="$ p \leq 1 - \mathit{sp} $" src="form_263.png"/> and 1 otherwise </dd></dl>
 
 </div>
 </div>
@@ -522,12 +522,12 @@ Functions</h2></td></tr>
 <dl class="params"><dt>Parameters</dt><dd>
   <table class="params">
     <tr><td class="paramname">x</td><td>Random variate <img class="formulaInl" 
alt="$ x $" src="form_178.png"/> </td></tr>
-    <tr><td class="paramname">alpha</td><td>Shape <img class="formulaInl" 
alt="$ \alpha > 0 $" src="form_263.png"/> </td></tr>
-    <tr><td class="paramname">beta</td><td>Shape <img class="formulaInl" 
alt="$ \beta > 0 $" src="form_264.png"/> </td></tr>
+    <tr><td class="paramname">alpha</td><td>Shape <img class="formulaInl" 
alt="$ \alpha > 0 $" src="form_264.png"/> </td></tr>
+    <tr><td class="paramname">beta</td><td>Shape <img class="formulaInl" 
alt="$ \beta > 0 $" src="form_265.png"/> </td></tr>
   </table>
   </dd>
 </dl>
-<dl class="section return"><dt>Returns</dt><dd><img class="formulaInl" alt="$ 
\Pr[X \leq x] $" src="form_257.png"/> where <img class="formulaInl" alt="$ X $" 
src="form_2.png"/> is a beta distributed random variable with shape parameters 
<img class="formulaInl" alt="$ \alpha $" src="form_142.png"/> and <img 
class="formulaInl" alt="$ \beta $" src="form_143.png"/> </dd></dl>
+<dl class="section return"><dt>Returns</dt><dd><img class="formulaInl" alt="$ 
\Pr[X \leq x] $" src="form_258.png"/> where <img class="formulaInl" alt="$ X $" 
src="form_2.png"/> is a beta distributed random variable with shape parameters 
<img class="formulaInl" alt="$ \alpha $" src="form_142.png"/> and <img 
class="formulaInl" alt="$ \beta $" src="form_143.png"/> </dd></dl>
 
 </div>
 </div>
@@ -563,12 +563,12 @@ Functions</h2></td></tr>
 <dl class="params"><dt>Parameters</dt><dd>
   <table class="params">
     <tr><td class="paramname">x</td><td>Random variate <img class="formulaInl" 
alt="$ x $" src="form_178.png"/> </td></tr>
-    <tr><td class="paramname">alpha</td><td>Shape <img class="formulaInl" 
alt="$ \alpha > 0 $" src="form_263.png"/> </td></tr>
-    <tr><td class="paramname">beta</td><td>Shape <img class="formulaInl" 
alt="$ \beta > 0 $" src="form_264.png"/> </td></tr>
+    <tr><td class="paramname">alpha</td><td>Shape <img class="formulaInl" 
alt="$ \alpha > 0 $" src="form_264.png"/> </td></tr>
+    <tr><td class="paramname">beta</td><td>Shape <img class="formulaInl" 
alt="$ \beta > 0 $" src="form_265.png"/> </td></tr>
   </table>
   </dd>
 </dl>
-<dl class="section return"><dt>Returns</dt><dd><img class="formulaInl" alt="$ 
f(x) $" src="form_260.png"/> where <img class="formulaInl" alt="$ f $" 
src="form_261.png"/> is the probability density function of a beta random 
variable with shape parameters <img class="formulaInl" alt="$ \alpha $" 
src="form_142.png"/> and <img class="formulaInl" alt="$ \beta $" 
src="form_143.png"/> </dd></dl>
+<dl class="section return"><dt>Returns</dt><dd><img class="formulaInl" alt="$ 
f(x) $" src="form_261.png"/> where <img class="formulaInl" alt="$ f $" 
src="form_262.png"/> is the probability density function of a beta random 
variable with shape parameters <img class="formulaInl" alt="$ \alpha $" 
src="form_142.png"/> and <img class="formulaInl" alt="$ \beta $" 
src="form_143.png"/> </dd></dl>
 
 </div>
 </div>
@@ -603,13 +603,13 @@ Functions</h2></td></tr>
 </div><div class="memdoc">
 <dl class="params"><dt>Parameters</dt><dd>
   <table class="params">
-    <tr><td class="paramname">p</td><td>Probability <img class="formulaInl" 
alt="$ p \in [0,1] $" src="form_240.png"/> </td></tr>
-    <tr><td class="paramname">alpha</td><td>Shape <img class="formulaInl" 
alt="$ \alpha > 0 $" src="form_263.png"/> </td></tr>
-    <tr><td class="paramname">beta</td><td>Shape <img class="formulaInl" 
alt="$ \beta > 0 $" src="form_264.png"/> </td></tr>
+    <tr><td class="paramname">p</td><td>Probability <img class="formulaInl" 
alt="$ p \in [0,1] $" src="form_241.png"/> </td></tr>
+    <tr><td class="paramname">alpha</td><td>Shape <img class="formulaInl" 
alt="$ \alpha > 0 $" src="form_264.png"/> </td></tr>
+    <tr><td class="paramname">beta</td><td>Shape <img class="formulaInl" 
alt="$ \beta > 0 $" src="form_265.png"/> </td></tr>
   </table>
   </dd>
 </dl>
-<dl class="section return"><dt>Returns</dt><dd><img class="formulaInl" alt="$ 
x $" src="form_178.png"/> such that <img class="formulaInl" alt="$ p = \Pr[X 
\leq x] $" src="form_265.png"/> where <img class="formulaInl" alt="$ X $" 
src="form_2.png"/> is beta distribution random variable with shape parameters 
<img class="formulaInl" alt="$ \alpha $" src="form_142.png"/> and <img 
class="formulaInl" alt="$ \beta $" src="form_143.png"/> </dd></dl>
+<dl class="section return"><dt>Returns</dt><dd><img class="formulaInl" alt="$ 
x $" src="form_178.png"/> such that <img class="formulaInl" alt="$ p = \Pr[X 
\leq x] $" src="form_266.png"/> where <img class="formulaInl" alt="$ X $" 
src="form_2.png"/> is beta distribution random variable with shape parameters 
<img class="formulaInl" alt="$ \alpha $" src="form_142.png"/> and <img 
class="formulaInl" alt="$ \beta $" src="form_143.png"/> </dd></dl>
 
 </div>
 </div>
@@ -645,12 +645,12 @@ Functions</h2></td></tr>
 <dl class="params"><dt>Parameters</dt><dd>
   <table class="params">
     <tr><td class="paramname">x</td><td>Random variate <img class="formulaInl" 
alt="$ x $" src="form_178.png"/> </td></tr>
-    <tr><td class="paramname">n</td><td>The number of trials <img 
class="formulaInl" alt="$ n \in \mathbb N_0 $" src="form_266.png"/> </td></tr>
-    <tr><td class="paramname">sp</td><td>Success probability <img 
class="formulaInl" alt="$ \mathit{sp} \in [0,1] $" src="form_259.png"/> 
</td></tr>
+    <tr><td class="paramname">n</td><td>The number of trials <img 
class="formulaInl" alt="$ n \in \mathbb N_0 $" src="form_267.png"/> </td></tr>
+    <tr><td class="paramname">sp</td><td>Success probability <img 
class="formulaInl" alt="$ \mathit{sp} \in [0,1] $" src="form_260.png"/> 
</td></tr>
   </table>
   </dd>
 </dl>
-<dl class="section return"><dt>Returns</dt><dd><img class="formulaInl" alt="$ 
\Pr[X \leq x] $" src="form_257.png"/> where <img class="formulaInl" alt="$ X $" 
src="form_2.png"/> is a binomially distributed random variable with <img 
class="formulaInl" alt="$ n $" src="form_10.png"/> trials and success 
probability <img class="formulaInl" alt="$ \mathit{sp} $" src="form_258.png"/> 
</dd></dl>
+<dl class="section return"><dt>Returns</dt><dd><img class="formulaInl" alt="$ 
\Pr[X \leq x] $" src="form_258.png"/> where <img class="formulaInl" alt="$ X $" 
src="form_2.png"/> is a binomially distributed random variable with <img 
class="formulaInl" alt="$ n $" src="form_10.png"/> trials and success 
probability <img class="formulaInl" alt="$ \mathit{sp} $" src="form_259.png"/> 
</dd></dl>
 
 </div>
 </div>
@@ -686,12 +686,12 @@ Functions</h2></td></tr>
 <dl class="params"><dt>Parameters</dt><dd>
   <table class="params">
     <tr><td class="paramname">x</td><td>Random variate <img class="formulaInl" 
alt="$ x $" src="form_178.png"/> </td></tr>
-    <tr><td class="paramname">n</td><td>The number of trials <img 
class="formulaInl" alt="$ n \in \mathbb N_0 $" src="form_266.png"/> </td></tr>
-    <tr><td class="paramname">sp</td><td>Success probability <img 
class="formulaInl" alt="$ \mathit{sp} \in [0,1] $" src="form_259.png"/> 
</td></tr>
+    <tr><td class="paramname">n</td><td>The number of trials <img 
class="formulaInl" alt="$ n \in \mathbb N_0 $" src="form_267.png"/> </td></tr>
+    <tr><td class="paramname">sp</td><td>Success probability <img 
class="formulaInl" alt="$ \mathit{sp} \in [0,1] $" src="form_260.png"/> 
</td></tr>
   </table>
   </dd>
 </dl>
-<dl class="section return"><dt>Returns</dt><dd><img class="formulaInl" alt="$ 
f(x) $" src="form_260.png"/> where <img class="formulaInl" alt="$ f $" 
src="form_261.png"/> is the probability mass function of a binomially 
distributed random variable with <img class="formulaInl" alt="$ n $" 
src="form_10.png"/> trials and success probability <img class="formulaInl" 
alt="$ \mathit{sp} $" src="form_258.png"/> </dd></dl>
+<dl class="section return"><dt>Returns</dt><dd><img class="formulaInl" alt="$ 
f(x) $" src="form_261.png"/> where <img class="formulaInl" alt="$ f $" 
src="form_262.png"/> is the probability mass function of a binomially 
distributed random variable with <img class="formulaInl" alt="$ n $" 
src="form_10.png"/> trials and success probability <img class="formulaInl" 
alt="$ \mathit{sp} $" src="form_259.png"/> </dd></dl>
 
 </div>
 </div>
@@ -726,13 +726,13 @@ Functions</h2></td></tr>
 </div><div class="memdoc">
 <dl class="params"><dt>Parameters</dt><dd>
   <table class="params">
-    <tr><td class="paramname">p</td><td>Probability <img class="formulaInl" 
alt="$ p \in [0,1] $" src="form_240.png"/> </td></tr>
-    <tr><td class="paramname">n</td><td>The number of trials <img 
class="formulaInl" alt="$ n \in \mathbb N_0 $" src="form_266.png"/> </td></tr>
-    <tr><td class="paramname">sp</td><td>Success probability <img 
class="formulaInl" alt="$ \mathit{sp} \in [0,1] $" src="form_259.png"/> 
</td></tr>
+    <tr><td class="paramname">p</td><td>Probability <img class="formulaInl" 
alt="$ p \in [0,1] $" src="form_241.png"/> </td></tr>
+    <tr><td class="paramname">n</td><td>The number of trials <img 
class="formulaInl" alt="$ n \in \mathbb N_0 $" src="form_267.png"/> </td></tr>
+    <tr><td class="paramname">sp</td><td>Success probability <img 
class="formulaInl" alt="$ \mathit{sp} \in [0,1] $" src="form_260.png"/> 
</td></tr>
   </table>
   </dd>
 </dl>
-<dl class="section return"><dt>Returns</dt><dd>If <img class="formulaInl" 
alt="$ p < 0.5 $" src="form_243.png"/> the maximum <img class="formulaInl" 
alt="$ x $" src="form_178.png"/> such that <img class="formulaInl" alt="$ p 
\geq \Pr[X \leq x] $" src="form_267.png"/>. If <img class="formulaInl" alt="$ p 
\geq 0.5 $" src="form_245.png"/> the minimum <img class="formulaInl" alt="$ x 
$" src="form_178.png"/> such that <img class="formulaInl" alt="$ p \leq \Pr[X 
\leq x] $" src="form_268.png"/>. Here, <img class="formulaInl" alt="$ X $" 
src="form_2.png"/> is a binomially distributed random variable with <img 
class="formulaInl" alt="$ n $" src="form_10.png"/> trials and success 
probability <img class="formulaInl" alt="$ \mathit{sp} $" src="form_258.png"/>. 
</dd></dl>
+<dl class="section return"><dt>Returns</dt><dd>If <img class="formulaInl" 
alt="$ p < 0.5 $" src="form_244.png"/> the maximum <img class="formulaInl" 
alt="$ x $" src="form_178.png"/> such that <img class="formulaInl" alt="$ p 
\geq \Pr[X \leq x] $" src="form_268.png"/>. If <img class="formulaInl" alt="$ p 
\geq 0.5 $" src="form_246.png"/> the minimum <img class="formulaInl" alt="$ x 
$" src="form_178.png"/> such that <img class="formulaInl" alt="$ p \leq \Pr[X 
\leq x] $" src="form_269.png"/>. Here, <img class="formulaInl" alt="$ X $" 
src="form_2.png"/> is a binomially distributed random variable with <img 
class="formulaInl" alt="$ n $" src="form_10.png"/> trials and success 
probability <img class="formulaInl" alt="$ \mathit{sp} $" src="form_259.png"/>. 
</dd></dl>
 
 </div>
 </div>
@@ -768,12 +768,12 @@ Functions</h2></td></tr>
 <dl class="params"><dt>Parameters</dt><dd>
   <table class="params">
     <tr><td class="paramname">x</td><td>Random variate <img class="formulaInl" 
alt="$ x $" src="form_178.png"/> </td></tr>
-    <tr><td class="paramname">location</td><td>Location <img 
class="formulaInl" alt="$ x_0 $" src="form_269.png"/> </td></tr>
-    <tr><td class="paramname">scale</td><td>Scale <img class="formulaInl" 
alt="$ \gamma > 0 $" src="form_270.png"/> </td></tr>
+    <tr><td class="paramname">location</td><td>Location <img 
class="formulaInl" alt="$ x_0 $" src="form_270.png"/> </td></tr>
+    <tr><td class="paramname">scale</td><td>Scale <img class="formulaInl" 
alt="$ \gamma > 0 $" src="form_271.png"/> </td></tr>
   </table>
   </dd>
 </dl>
-<dl class="section return"><dt>Returns</dt><dd><img class="formulaInl" alt="$ 
\Pr[X \leq x] $" src="form_257.png"/> where <img class="formulaInl" alt="$ X $" 
src="form_2.png"/> is a Cauchy-distributed random variable with location and 
scale parameters <img class="formulaInl" alt="$ x_0 $" src="form_269.png"/> and 
<img class="formulaInl" alt="$ \gamma $" src="form_271.png"/>, respectively 
</dd></dl>
+<dl class="section return"><dt>Returns</dt><dd><img class="formulaInl" alt="$ 
\Pr[X \leq x] $" src="form_258.png"/> where <img class="formulaInl" alt="$ X $" 
src="form_2.png"/> is a Cauchy-distributed random variable with location and 
scale parameters <img class="formulaInl" alt="$ x_0 $" src="form_270.png"/> and 
<img class="formulaInl" alt="$ \gamma $" src="form_272.png"/>, respectively 
</dd></dl>
 
 </div>
 </div>
@@ -809,12 +809,12 @@ Functions</h2></td></tr>
 <dl class="params"><dt>Parameters</dt><dd>
   <table class="params">
     <tr><td class="paramname">x</td><td>Random variate <img class="formulaInl" 
alt="$ x $" src="form_178.png"/> </td></tr>
-    <tr><td class="paramname">location</td><td>Location <img 
class="formulaInl" alt="$ x_0 $" src="form_269.png"/> </td></tr>
-    <tr><td class="paramname">scale</td><td>Scale <img class="formulaInl" 
alt="$ \gamma > 0 $" src="form_270.png"/> </td></tr>
+    <tr><td class="paramname">location</td><td>Location <img 
class="formulaInl" alt="$ x_0 $" src="form_270.png"/> </td></tr>
+    <tr><td class="paramname">scale</td><td>Scale <img class="formulaInl" 
alt="$ \gamma > 0 $" src="form_271.png"/> </td></tr>
   </table>
   </dd>
 </dl>
-<dl class="section return"><dt>Returns</dt><dd><img class="formulaInl" alt="$ 
f(x) $" src="form_260.png"/> where <img class="formulaInl" alt="$ f $" 
src="form_261.png"/> is the probability density function of a 
Cauchy-distributed random variable with location and scale parameters <img 
class="formulaInl" alt="$ x_0 $" src="form_269.png"/> and <img 
class="formulaInl" alt="$ \gamma $" src="form_271.png"/>, respectively 
</dd></dl>
+<dl class="section return"><dt>Returns</dt><dd><img class="formulaInl" alt="$ 
f(x) $" src="form_261.png"/> where <img class="formulaInl" alt="$ f $" 
src="form_262.png"/> is the probability density function of a 
Cauchy-distributed random variable with location and scale parameters <img 
class="formulaInl" alt="$ x_0 $" src="form_270.png"/> and <img 
class="formulaInl" alt="$ \gamma $" src="form_272.png"/>, respectively 
</dd></dl>
 
 </div>
 </div>
@@ -849,13 +849,13 @@ Functions</h2></td></tr>
 </div><div class="memdoc">
 <dl class="params"><dt>Parameters</dt><dd>
   <table class="params">
-    <tr><td class="paramname">p</td><td>Probability <img class="formulaInl" 
alt="$ p \in [0,1] $" src="form_240.png"/> </td></tr>
-    <tr><td class="paramname">location</td><td>Location <img 
class="formulaInl" alt="$ x_0 $" src="form_269.png"/> </td></tr>
-    <tr><td class="paramname">scale</td><td>Scale <img class="formulaInl" 
alt="$ \gamma > 0 $" src="form_270.png"/> </td></tr>
+    <tr><td class="paramname">p</td><td>Probability <img class="formulaInl" 
alt="$ p \in [0,1] $" src="form_241.png"/> </td></tr>
+    <tr><td class="paramname">location</td><td>Location <img 
class="formulaInl" alt="$ x_0 $" src="form_270.png"/> </td></tr>
+    <tr><td class="paramname">scale</td><td>Scale <img class="formulaInl" 
alt="$ \gamma > 0 $" src="form_271.png"/> </td></tr>
   </table>
   </dd>
 </dl>
-<dl class="section return"><dt>Returns</dt><dd><img class="formulaInl" alt="$ 
x $" src="form_178.png"/> such that <img class="formulaInl" alt="$ p = \Pr[X 
\leq x] $" src="form_265.png"/> where <img class="formulaInl" alt="$ X $" 
src="form_2.png"/> is a Cauchy-distributed random variable with location and 
scale parameters <img class="formulaInl" alt="$ x_0 $" src="form_269.png"/> and 
<img class="formulaInl" alt="$ \gamma $" src="form_271.png"/>, respectively 
</dd></dl>
+<dl class="section return"><dt>Returns</dt><dd><img class="formulaInl" alt="$ 
x $" src="form_178.png"/> such that <img class="formulaInl" alt="$ p = \Pr[X 
\leq x] $" src="form_266.png"/> where <img class="formulaInl" alt="$ X $" 
src="form_2.png"/> is a Cauchy-distributed random variable with location and 
scale parameters <img class="formulaInl" alt="$ x_0 $" src="form_270.png"/> and 
<img class="formulaInl" alt="$ \gamma $" src="form_272.png"/>, respectively 
</dd></dl>
 
 </div>
 </div>
@@ -885,11 +885,11 @@ Functions</h2></td></tr>
 <dl class="params"><dt>Parameters</dt><dd>
   <table class="params">
     <tr><td class="paramname">x</td><td>Random variate <img class="formulaInl" 
alt="$ x $" src="form_178.png"/> </td></tr>
-    <tr><td class="paramname">df</td><td>Degrees of freedom <img 
class="formulaInl" alt="$ \nu > 0 $" src="form_272.png"/> </td></tr>
+    <tr><td class="paramname">df</td><td>Degrees of freedom <img 
class="formulaInl" alt="$ \nu > 0 $" src="form_273.png"/> </td></tr>
   </table>
   </dd>
 </dl>
-<dl class="section return"><dt>Returns</dt><dd><img class="formulaInl" alt="$ 
\Pr[X \leq x] $" src="form_257.png"/> where <img class="formulaInl" alt="$ X $" 
src="form_2.png"/> is a chi-squared distributed random variable with <img 
class="formulaInl" alt="$ \nu $" src="form_273.png"/> degrees of freedom 
</dd></dl>
+<dl class="section return"><dt>Returns</dt><dd><img class="formulaInl" alt="$ 
\Pr[X \leq x] $" src="form_258.png"/> where <img class="formulaInl" alt="$ X $" 
src="form_2.png"/> is a chi-squared distributed random variable with <img 
class="formulaInl" alt="$ \nu $" src="form_274.png"/> degrees of freedom 
</dd></dl>
 
 </div>
 </div>
@@ -919,11 +919,11 @@ Functions</h2></td></tr>
 <dl class="params"><dt>Parameters</dt><dd>
   <table class="params">
     <tr><td class="paramname">x</td><td>Random variate <img class="formulaInl" 
alt="$ x $" src="form_178.png"/> </td></tr>
-    <tr><td class="paramname">df</td><td>Degrees of freedom <img 
class="formulaInl" alt="$ \nu > 0 $" src="form_272.png"/> </td></tr>
+    <tr><td class="paramname">df</td><td>Degrees of freedom <img 
class="formulaInl" alt="$ \nu > 0 $" src="form_273.png"/> </td></tr>
   </table>
   </dd>
 </dl>
-<dl class="section return"><dt>Returns</dt><dd><img class="formulaInl" alt="$ 
f(x) $" src="form_260.png"/> where <img class="formulaInl" alt="$ f $" 
src="form_261.png"/> is the probability density function of a chi-squared 
distributed random variable with <img class="formulaInl" alt="$ \nu $" 
src="form_273.png"/> degrees of freedom </dd></dl>
+<dl class="section return"><dt>Returns</dt><dd><img class="formulaInl" alt="$ 
f(x) $" src="form_261.png"/> where <img class="formulaInl" alt="$ f $" 
src="form_262.png"/> is the probability density function of a chi-squared 
distributed random variable with <img class="formulaInl" alt="$ \nu $" 
src="form_274.png"/> degrees of freedom </dd></dl>
 
 </div>
 </div>
@@ -952,12 +952,12 @@ Functions</h2></td></tr>
 </div><div class="memdoc">
 <dl class="params"><dt>Parameters</dt><dd>
   <table class="params">
-    <tr><td class="paramname">p</td><td>Probability <img class="formulaInl" 
alt="$ p \in [0,1] $" src="form_240.png"/> </td></tr>
-    <tr><td class="paramname">df</td><td>Degrees of freedom <img 
class="formulaInl" alt="$ \mu > 0 $" src="form_274.png"/> </td></tr>
+    <tr><td class="paramname">p</td><td>Probability <img class="formulaInl" 
alt="$ p \in [0,1] $" src="form_241.png"/> </td></tr>
+    <tr><td class="paramname">df</td><td>Degrees of freedom <img 
class="formulaInl" alt="$ \mu > 0 $" src="form_275.png"/> </td></tr>
   </table>
   </dd>
 </dl>
-<dl class="section return"><dt>Returns</dt><dd><img class="formulaInl" alt="$ 
x $" src="form_178.png"/> such that <img class="formulaInl" alt="$ p = \Pr[X 
\leq x] $" src="form_265.png"/> where <img class="formulaInl" alt="$ X $" 
src="form_2.png"/> is a chi-squared distributed random variable with <img 
class="formulaInl" alt="$ \nu $" src="form_273.png"/> degrees of freedom 
</dd></dl>
+<dl class="section return"><dt>Returns</dt><dd><img class="formulaInl" alt="$ 
x $" src="form_178.png"/> such that <img class="formulaInl" alt="$ p = \Pr[X 
\leq x] $" src="form_266.png"/> where <img class="formulaInl" alt="$ X $" 
src="form_2.png"/> is a chi-squared distributed random variable with <img 
class="formulaInl" alt="$ \nu $" src="form_274.png"/> degrees of freedom 
</dd></dl>
 
 </div>
 </div>
@@ -987,11 +987,11 @@ Functions</h2></td></tr>
 <dl class="params"><dt>Parameters</dt><dd>
   <table class="params">
     <tr><td class="paramname">x</td><td>Random variate <img class="formulaInl" 
alt="$ x $" src="form_178.png"/> </td></tr>
-    <tr><td class="paramname">lambda</td><td>Rate parameter <img 
class="formulaInl" alt="$ \lambda > 0 $" src="form_275.png"/> </td></tr>
+    <tr><td class="paramname">lambda</td><td>Rate parameter <img 
class="formulaInl" alt="$ \lambda > 0 $" src="form_276.png"/> </td></tr>
   </table>
   </dd>
 </dl>
-<dl class="section return"><dt>Returns</dt><dd><img class="formulaInl" alt="$ 
\Pr[X \leq x] $" src="form_257.png"/> where <img class="formulaInl" alt="$ X $" 
src="form_2.png"/> is an exponentially distributed random variable with rate 
parameter <img class="formulaInl" alt="$ \lambda $" src="form_276.png"/> 
</dd></dl>
+<dl class="section return"><dt>Returns</dt><dd><img class="formulaInl" alt="$ 
\Pr[X \leq x] $" src="form_258.png"/> where <img class="formulaInl" alt="$ X $" 
src="form_2.png"/> is an exponentially distributed random variable with rate 
parameter <img class="formulaInl" alt="$ \lambda $" src="form_277.png"/> 
</dd></dl>
 
 </div>
 </div>
@@ -1021,11 +1021,11 @@ Functions</h2></td></tr>
 <dl class="params"><dt>Parameters</dt><dd>
   <table class="params">
     <tr><td class="paramname">x</td><td>Random variate <img class="formulaInl" 
alt="$ x $" src="form_178.png"/> </td></tr>
-    <tr><td class="paramname">lambda</td><td>Rate parameter <img 
class="formulaInl" alt="$ \lambda > 0 $" src="form_275.png"/> </td></tr>
+    <tr><td class="paramname">lambda</td><td>Rate parameter <img 
class="formulaInl" alt="$ \lambda > 0 $" src="form_276.png"/> </td></tr>
   </table>
   </dd>
 </dl>
-<dl class="section return"><dt>Returns</dt><dd><img class="formulaInl" alt="$ 
f(x) $" src="form_260.png"/> where <img class="formulaInl" alt="$ f $" 
src="form_261.png"/> is the probability density function of exponentially 
distributed random variable with rate parameter <img class="formulaInl" alt="$ 
\lambda $" src="form_276.png"/> </dd></dl>
+<dl class="section return"><dt>Returns</dt><dd><img class="formulaInl" alt="$ 
f(x) $" src="form_261.png"/> where <img class="formulaInl" alt="$ f $" 
src="form_262.png"/> is the probability density function of exponentially 
distributed random variable with rate parameter <img class="formulaInl" alt="$ 
\lambda $" src="form_277.png"/> </dd></dl>
 
 </div>
 </div>
@@ -1054,12 +1054,12 @@ Functions</h2></td></tr>
 </div><div class="memdoc">
 <dl class="params"><dt>Parameters</dt><dd>
   <table class="params">
-    <tr><td class="paramname">p</td><td>Probability <img class="formulaInl" 
alt="$ p \in [0,1] $" src="form_240.png"/> </td></tr>
-    <tr><td class="paramname">lambda</td><td>Rate parameter <img 
class="formulaInl" alt="$ \lambda > 0 $" src="form_275.png"/> </td></tr>
+    <tr><td class="paramname">p</td><td>Probability <img class="formulaInl" 
alt="$ p \in [0,1] $" src="form_241.png"/> </td></tr>
+    <tr><td class="paramname">lambda</td><td>Rate parameter <img 
class="formulaInl" alt="$ \lambda > 0 $" src="form_276.png"/> </td></tr>
   </table>
   </dd>
 </dl>
-<dl class="section return"><dt>Returns</dt><dd><img class="formulaInl" alt="$ 
x $" src="form_178.png"/> such that <img class="formulaInl" alt="$ p = \Pr[X 
\leq x] $" src="form_265.png"/> where <img class="formulaInl" alt="$ X $" 
src="form_2.png"/> is a exponentially distributed random variable with rate 
parameter <img class="formulaInl" alt="$ \lambda $" src="form_276.png"/> 
</dd></dl>
+<dl class="section return"><dt>Returns</dt><dd><img class="formulaInl" alt="$ 
x $" src="form_178.png"/> such that <img class="formulaInl" alt="$ p = \Pr[X 
\leq x] $" src="form_266.png"/> where <img class="formulaInl" alt="$ X $" 
src="form_2.png"/> is a exponentially distributed random variable with rate 
parameter <img class="formulaInl" alt="$ \lambda $" src="form_277.png"/> 
</dd></dl>
 
 </div>
 </div>
@@ -1096,11 +1096,11 @@ Functions</h2></td></tr>
   <table class="params">
     <tr><td class="paramname">x</td><td>Random variate <img class="formulaInl" 
alt="$ x $" src="form_178.png"/> </td></tr>
     <tr><td class="paramname">location</td><td>Location <img 
class="formulaInl" alt="$ \alpha $" src="form_142.png"/> </td></tr>
-    <tr><td class="paramname">scale</td><td>Scale <img class="formulaInl" 
alt="$ \beta > 0 $" src="form_264.png"/> </td></tr>
+    <tr><td class="paramname">scale</td><td>Scale <img class="formulaInl" 
alt="$ \beta > 0 $" src="form_265.png"/> </td></tr>
   </table>
   </dd>
 </dl>
-<dl class="section return"><dt>Returns</dt><dd><img class="formulaInl" alt="$ 
\Pr[X \leq x] $" src="form_257.png"/> where <img class="formulaInl" alt="$ X $" 
src="form_2.png"/> is an extreme-value distributed random variable with 
location and scale parameters <img class="formulaInl" alt="$ \alpha $" 
src="form_142.png"/> and <img class="formulaInl" alt="$ \beta $" 
src="form_143.png"/>, respectively </dd></dl>
+<dl class="section return"><dt>Returns</dt><dd><img class="formulaInl" alt="$ 
\Pr[X \leq x] $" src="form_258.png"/> where <img class="formulaInl" alt="$ X $" 
src="form_2.png"/> is an extreme-value distributed random variable with 
location and scale parameters <img class="formulaInl" alt="$ \alpha $" 
src="form_142.png"/> and <img class="formulaInl" alt="$ \beta $" 
src="form_143.png"/>, respectively </dd></dl>
 
 </div>
 </div>
@@ -1137,11 +1137,11 @@ Functions</h2></td></tr>
   <table class="params">
     <tr><td class="paramname">x</td><td>Random variate <img class="formulaInl" 
alt="$ x $" src="form_178.png"/> </td></tr>
     <tr><td class="paramname">location</td><td>Location <img 
class="formulaInl" alt="$ \alpha $" src="form_142.png"/> </td></tr>
-    <tr><td class="paramname">scale</td><td>Scale <img class="formulaInl" 
alt="$ \beta > 0 $" src="form_264.png"/> </td></tr>
+    <tr><td class="paramname">scale</td><td>Scale <img class="formulaInl" 
alt="$ \beta > 0 $" src="form_265.png"/> </td></tr>
   </table>
   </dd>
 </dl>
-<dl class="section return"><dt>Returns</dt><dd><img class="formulaInl" alt="$ 
f(x) $" src="form_260.png"/> where <img class="formulaInl" alt="$ f $" 
src="form_261.png"/> is the probability density function of an extreme-value 
distributed random variable with location and scale parameters <img 
class="formulaInl" alt="$ \alpha $" src="form_142.png"/> and <img 
class="formulaInl" alt="$ \beta $" src="form_143.png"/>, respectively </dd></dl>
+<dl class="section return"><dt>Returns</dt><dd><img class="formulaInl" alt="$ 
f(x) $" src="form_261.png"/> where <img class="formulaInl" alt="$ f $" 
src="form_262.png"/> is the probability density function of an extreme-value 
distributed random variable with location and scale parameters <img 
class="formulaInl" alt="$ \alpha $" src="form_142.png"/> and <img 
class="formulaInl" alt="$ \beta $" src="form_143.png"/>, respectively </dd></dl>
 
 </div>
 </div>
@@ -1176,13 +1176,13 @@ Functions</h2></td></tr>
 </div><div class="memdoc">
 <dl class="params"><dt>Parameters</dt><dd>
   <table class="params">
-    <tr><td class="paramname">p</td><td>Probability <img class="formulaInl" 
alt="$ p \in [0,1] $" src="form_240.png"/> </td></tr>
+    <tr><td class="paramname">p</td><td>Probability <img class="formulaInl" 
alt="$ p \in [0,1] $" src="form_241.png"/> </td></tr>
     <tr><td class="paramname">location</td><td>Location <img 
class="formulaInl" alt="$ \alpha $" src="form_142.png"/> </td></tr>
-    <tr><td class="paramname">scale</td><td>Scale <img class="formulaInl" 
alt="$ \beta > 0 $" src="form_264.png"/> </td></tr>
+    <tr><td class="paramname">scale</td><td>Scale <img class="formulaInl" 
alt="$ \beta > 0 $" src="form_265.png"/> </td></tr>
   </table>
   </dd>
 </dl>
-<dl class="section return"><dt>Returns</dt><dd><img class="formulaInl" alt="$ 
x $" src="form_178.png"/> such that <img class="formulaInl" alt="$ p = \Pr[X 
\leq x] $" src="form_265.png"/> where <img class="formulaInl" alt="$ X $" 
src="form_2.png"/> is an extreme-value distributed random variable with 
location and scale parameters <img class="formulaInl" alt="$ \alpha $" 
src="form_142.png"/> and <img class="formulaInl" alt="$ \beta $" 
src="form_143.png"/>, respectively </dd></dl>
+<dl class="section return"><dt>Returns</dt><dd><img class="formulaInl" alt="$ 
x $" src="form_178.png"/> such that <img class="formulaInl" alt="$ p = \Pr[X 
\leq x] $" src="form_266.png"/> where <img class="formulaInl" alt="$ X $" 
src="form_2.png"/> is an extreme-value distributed random variable with 
location and scale parameters <img class="formulaInl" alt="$ \alpha $" 
src="form_142.png"/> and <img class="formulaInl" alt="$ \beta $" 
src="form_143.png"/>, respectively </dd></dl>
 
 </div>
 </div>
@@ -1218,12 +1218,12 @@ Functions</h2></td></tr>
 <dl class="params"><dt>Parameters</dt><dd>
   <table class="params">
     <tr><td class="paramname">x</td><td>Random variate <img class="formulaInl" 
alt="$ x $" src="form_178.png"/> </td></tr>
-    <tr><td class="paramname">df1</td><td>Degrees of freedom in numerator <img 
class="formulaInl" alt="$ \nu_1 > 0 $" src="form_277.png"/> </td></tr>
-    <tr><td class="paramname">df2</td><td>Degrees of freedom in denominator 
<img class="formulaInl" alt="$ \nu_1 > 0 $" src="form_277.png"/> </td></tr>
+    <tr><td class="paramname">df1</td><td>Degrees of freedom in numerator <img 
class="formulaInl" alt="$ \nu_1 > 0 $" src="form_278.png"/> </td></tr>
+    <tr><td class="paramname">df2</td><td>Degrees of freedom in denominator 
<img class="formulaInl" alt="$ \nu_1 > 0 $" src="form_278.png"/> </td></tr>
   </table>
   </dd>
 </dl>
-<dl class="section return"><dt>Returns</dt><dd><img class="formulaInl" alt="$ 
\Pr[X \leq x] $" src="form_257.png"/> where <img class="formulaInl" alt="$ X $" 
src="form_2.png"/> is a Fisher F-distributed random variable with parameters 
<img class="formulaInl" alt="$ \nu_1 $" src="form_278.png"/> and <img 
class="formulaInl" alt="$ \nu_2 $" src="form_279.png"/> </dd></dl>
+<dl class="section return"><dt>Returns</dt><dd><img class="formulaInl" alt="$ 
\Pr[X \leq x] $" src="form_258.png"/> where <img class="formulaInl" alt="$ X $" 
src="form_2.png"/> is a Fisher F-distributed random variable with parameters 
<img class="formulaInl" alt="$ \nu_1 $" src="form_279.png"/> and <img 
class="formulaInl" alt="$ \nu_2 $" src="form_280.png"/> </dd></dl>
 
 </div>
 </div>
@@ -1259,12 +1259,12 @@ Functions</h2></td></tr>
 <dl class="params"><dt>Parameters</dt><dd>
   <table class="params">
     <tr><td class="paramname">x</td><td>Random variate <img class="formulaInl" 
alt="$ x $" src="form_178.png"/> </td></tr>
-    <tr><td class="paramname">df1</td><td>Degrees of freedom in numerator <img 
class="formulaInl" alt="$ \nu_1 > 0 $" src="form_277.png"/> </td></tr>
-    <tr><td class="paramname">df2</td><td>Degrees of freedom in denominator 
<img class="formulaInl" alt="$ \nu_1 > 0 $" src="form_277.png"/> </td></tr>
+    <tr><td class="paramname">df1</td><td>Degrees of freedom in numerator <img 
class="formulaInl" alt="$ \nu_1 > 0 $" src="form_278.png"/> </td></tr>
+    <tr><td class="paramname">df2</td><td>Degrees of freedom in denominator 
<img class="formulaInl" alt="$ \nu_1 > 0 $" src="form_278.png"/> </td></tr>
   </table>
   </dd>
 </dl>
-<dl class="section return"><dt>Returns</dt><dd><img class="formulaInl" alt="$ 
f(x) $" src="form_260.png"/> where <img class="formulaInl" alt="$ f $" 
src="form_261.png"/> is the probability density function of a Fisher 
F-distributed random variable with parameters <img class="formulaInl" alt="$ 
\nu_1 $" src="form_278.png"/> and <img class="formulaInl" alt="$ \nu_2 $" 
src="form_279.png"/> </dd></dl>
+<dl class="section return"><dt>Returns</dt><dd><img class="formulaInl" alt="$ 
f(x) $" src="form_261.png"/> where <img class="formulaInl" alt="$ f $" 
src="form_262.png"/> is the probability density function of a Fisher 
F-distributed random variable with parameters <img class="formulaInl" alt="$ 
\nu_1 $" src="form_279.png"/> and <img class="formulaInl" alt="$ \nu_2 $" 
src="form_280.png"/> </dd></dl>
 
 </div>
 </div>
@@ -1299,13 +1299,13 @@ Functions</h2></td></tr>
 </div><div class="memdoc">
 <dl class="params"><dt>Parameters</dt><dd>
   <table class="params">
-    <tr><td class="paramname">p</td><td>Probability <img class="formulaInl" 
alt="$ p \in [0,1] $" src="form_240.png"/> </td></tr>
-    <tr><td class="paramname">df1</td><td>Degrees of freedom in numerator <img 
class="formulaInl" alt="$ \nu_1 > 0 $" src="form_277.png"/> </td></tr>
-    <tr><td class="paramname">df2</td><td>Degrees of freedom in denominator 
<img class="formulaInl" alt="$ \nu_1 > 0 $" src="form_277.png"/> </td></tr>
+    <tr><td class="paramname">p</td><td>Probability <img class="formulaInl" 
alt="$ p \in [0,1] $" src="form_241.png"/> </td></tr>
+    <tr><td class="paramname">df1</td><td>Degrees of freedom in numerator <img 
class="formulaInl" alt="$ \nu_1 > 0 $" src="form_278.png"/> </td></tr>
+    <tr><td class="paramname">df2</td><td>Degrees of freedom in denominator 
<img class="formulaInl" alt="$ \nu_1 > 0 $" src="form_278.png"/> </td></tr>
   </table>
   </dd>
 </dl>
-<dl class="section return"><dt>Returns</dt><dd><img class="formulaInl" alt="$ 
x $" src="form_178.png"/> such that <img class="formulaInl" alt="$ p = \Pr[X 
\leq x] $" src="form_265.png"/> where <img class="formulaInl" alt="$ X $" 
src="form_2.png"/> is a Fisher F-distributed random variable with parameters 
<img class="formulaInl" alt="$ \nu_1 $" src="form_278.png"/> and <img 
class="formulaInl" alt="$ \nu_2 $" src="form_279.png"/> </dd></dl>
+<dl class="section return"><dt>Returns</dt><dd><img class="formulaInl" alt="$ 
x $" src="form_178.png"/> such that <img class="formulaInl" alt="$ p = \Pr[X 
\leq x] $" src="form_266.png"/> where <img class="formulaInl" alt="$ X $" 
src="form_2.png"/> is a Fisher F-distributed random variable with parameters 
<img class="formulaInl" alt="$ \nu_1 $" src="form_279.png"/> and <img 
class="formulaInl" alt="$ \nu_2 $" src="form_280.png"/> </dd></dl>
 
 </div>
 </div>
@@ -1341,12 +1341,12 @@ Functions</h2></td></tr>
 <dl class="params"><dt>Parameters</dt><dd>
   <table class="params">
     <tr><td class="paramname">x</td><td>Random variate <img class="formulaInl" 
alt="$ x $" src="form_178.png"/> </td></tr>
-    <tr><td class="paramname">shape</td><td>Shape <img class="formulaInl" 
alt="$ k > 0 $" src="form_280.png"/> </td></tr>
-    <tr><td class="paramname">scale</td><td>Scale <img class="formulaInl" 
alt="$ \theta > 0 $" src="form_281.png"/> </td></tr>
+    <tr><td class="paramname">shape</td><td>Shape <img class="formulaInl" 
alt="$ k > 0 $" src="form_281.png"/> </td></tr>
+    <tr><td class="paramname">scale</td><td>Scale <img class="formulaInl" 
alt="$ \theta > 0 $" src="form_282.png"/> </td></tr>
   </table>
   </dd>
 </dl>
-<dl class="section return"><dt>Returns</dt><dd><img class="formulaInl" alt="$ 
\Pr[X \leq x] $" src="form_257.png"/> where <img class="formulaInl" alt="$ X $" 
src="form_2.png"/> is a gamma distributed random variable with shape and scale 
parameters <img class="formulaInl" alt="$ k $" src="form_97.png"/> and <img 
class="formulaInl" alt="$ \theta $" src="form_145.png"/>, respectively 
</dd></dl>
+<dl class="section return"><dt>Returns</dt><dd><img class="formulaInl" alt="$ 
\Pr[X \leq x] $" src="form_258.png"/> where <img class="formulaInl" alt="$ X $" 
src="form_2.png"/> is a gamma distributed random variable with shape and scale 
parameters <img class="formulaInl" alt="$ k $" src="form_97.png"/> and <img 
class="formulaInl" alt="$ \theta $" src="form_145.png"/>, respectively 
</dd></dl>
 
 </div>
 </div>
@@ -1382,12 +1382,12 @@ Functions</h2></td></tr>
 <dl class="params"><dt>Parameters</dt><dd>
   <table class="params">
     <tr><td class="paramname">x</td><td>Random variate <img class="formulaInl" 
alt="$ x $" src="form_178.png"/> </td></tr>
-    <tr><td class="paramname">shape</td><td>Shape <img class="formulaInl" 
alt="$ k > 0 $" src="form_280.png"/> </td></tr>
-    <tr><td class="paramname">scale</td><td>Scale <img class="formulaInl" 
alt="$ \theta > 0 $" src="form_281.png"/> </td></tr>
+    <tr><td class="paramname">shape</td><td>Shape <img class="formulaInl" 
alt="$ k > 0 $" src="form_281.png"/> </td></tr>
+    <tr><td class="paramname">scale</td><td>Scale <img class="formulaInl" 
alt="$ \theta > 0 $" src="form_282.png"/> </td></tr>
   </table>
   </dd>
 </dl>
-<dl class="section return"><dt>Returns</dt><dd><img class="formulaInl" alt="$ 
f(x) $" src="form_260.png"/> where <img class="formulaInl" alt="$ f $" 
src="form_261.png"/> is the probability density function of a gamma distributed 
random variable with shape and scale parameters <img class="formulaInl" alt="$ 
k $" src="form_97.png"/> and <img class="formulaInl" alt="$ \theta $" 
src="form_145.png"/>, respectively </dd></dl>
+<dl class="section return"><dt>Returns</dt><dd><img class="formulaInl" alt="$ 
f(x) $" src="form_261.png"/> where <img class="formulaInl" alt="$ f $" 
src="form_262.png"/> is the probability density function of a gamma distributed 
random variable with shape and scale parameters <img class="formulaInl" alt="$ 
k $" src="form_97.png"/> and <img class="formulaInl" alt="$ \theta $" 
src="form_145.png"/>, respectively </dd></dl>
 
 </div>
 </div>
@@ -1422,13 +1422,13 @@ Functions</h2></td></tr>
 </div><div class="memdoc">
 <dl class="params"><dt>Parameters</dt><dd>
   <table class="params">
-    <tr><td class="paramname">p</td><td>Probability <img class="formulaInl" 
alt="$ p \in [0,1] $" src="form_240.png"/> </td></tr>
-    <tr><td class="paramname">shape</td><td>Shape <img class="formulaInl" 
alt="$ k > 0 $" src="form_280.png"/> </td></tr>
-    <tr><td class="paramname">scale</td><td>Scale <img class="formulaInl" 
alt="$ \theta > 0 $" src="form_281.png"/> </td></tr>
+    <tr><td class="paramname">p</td><td>Probability <img class="formulaInl" 
alt="$ p \in [0,1] $" src="form_241.png"/> </td></tr>
+    <tr><td class="paramname">shape</td><td>Shape <img class="formulaInl" 
alt="$ k > 0 $" src="form_281.png"/> </td></tr>
+    <tr><td class="paramname">scale</td><td>Scale <img class="formulaInl" 
alt="$ \theta > 0 $" src="form_282.png"/> </td></tr>
   </table>
   </dd>
 </dl>
-<dl class="section return"><dt>Returns</dt><dd><img class="formulaInl" alt="$ 
x $" src="form_178.png"/> such that <img class="formulaInl" alt="$ p = \Pr[X 
\leq x] $" src="form_265.png"/> where <img class="formulaInl" alt="$ X $" 
src="form_2.png"/> is a gamma distributed random variable with shape and scale 
parameters <img class="formulaInl" alt="$ k $" src="form_97.png"/> and <img 
class="formulaInl" alt="$ \theta $" src="form_145.png"/>, respectively 
</dd></dl>
+<dl class="section return"><dt>Returns</dt><dd><img class="formulaInl" alt="$ 
x $" src="form_178.png"/> such that <img class="formulaInl" alt="$ p = \Pr[X 
\leq x] $" src="form_266.png"/> where <img class="formulaInl" alt="$ X $" 
src="form_2.png"/> is a gamma distributed random variable with shape and scale 
parameters <img class="formulaInl" alt="$ k $" src="form_97.png"/> and <img 
class="formulaInl" alt="$ \theta $" src="form_145.png"/>, respectively 
</dd></dl>
 
 </div>
 </div>
@@ -1458,11 +1458,11 @@ Functions</h2></td></tr>
 <dl class="params"><dt>Parameters</dt><dd>
   <table class="params">
     <tr><td class="paramname">x</td><td>Random variate <img class="formulaInl" 
alt="$ x $" src="form_178.png"/> </td></tr>
-    <tr><td class="paramname">sp</td><td>Success probability <img 
class="formulaInl" alt="$ \mathit{sp} \in [0,1] $" src="form_259.png"/> 
</td></tr>
+    <tr><td class="paramname">sp</td><td>Success probability <img 
class="formulaInl" alt="$ \mathit{sp} \in [0,1] $" src="form_260.png"/> 
</td></tr>
   </table>
   </dd>
 </dl>
-<dl class="section return"><dt>Returns</dt><dd><img class="formulaInl" alt="$ 
\Pr[X \leq x] $" src="form_257.png"/> where <img class="formulaInl" alt="$ X $" 
src="form_2.png"/> is a geometrically distributed random variable with success 
probability <img class="formulaInl" alt="$ \mathit{sp} $" src="form_258.png"/>. 
</dd></dl>
+<dl class="section return"><dt>Returns</dt><dd><img class="formulaInl" alt="$ 
\Pr[X \leq x] $" src="form_258.png"/> where <img class="formulaInl" alt="$ X $" 
src="form_2.png"/> is a geometrically distributed random variable with success 
probability <img class="formulaInl" alt="$ \mathit{sp} $" src="form_259.png"/>. 
</dd></dl>
 
 </div>
 </div>
@@ -1492,11 +1492,11 @@ Functions</h2></td></tr>
 <dl class="params"><dt>Parameters</dt><dd>
   <table class="params">
     <tr><td class="paramname">x</td><td>Random variate <img class="formulaInl" 
alt="$ x $" src="form_178.png"/> </td></tr>
-    <tr><td class="paramname">sp</td><td>Success probability <img 
class="formulaInl" alt="$ \mathit{sp} \in [0,1] $" src="form_259.png"/> 
</td></tr>
+    <tr><td class="paramname">sp</td><td>Success probability <img 
class="formulaInl" alt="$ \mathit{sp} \in [0,1] $" src="form_260.png"/> 
</td></tr>
   </table>
   </dd>
 </dl>
-<dl class="section return"><dt>Returns</dt><dd><img class="formulaInl" alt="$ 
f(x) $" src="form_260.png"/> where <img class="formulaInl" alt="$ f $" 
src="form_261.png"/> is the probability mass function of a geometrically 
distributed random variable with success probability <img class="formulaInl" 
alt="$ \mathit{sp} $" src="form_258.png"/> </dd></dl>
+<dl class="section return"><dt>Returns</dt><dd><img class="formulaInl" alt="$ 
f(x) $" src="form_261.png"/> where <img class="formulaInl" alt="$ f $" 
src="form_262.png"/> is the probability mass function of a geometrically 
distributed random variable with success probability <img class="formulaInl" 
alt="$ \mathit{sp} $" src="form_259.png"/> </dd></dl>
 
 </div>
 </div>
@@ -1525,12 +1525,12 @@ Functions</h2></td></tr>
 </div><div class="memdoc">
 <dl class="params"><dt>Parameters</dt><dd>
   <table class="params">
-    <tr><td class="paramname">p</td><td>Probability <img class="formulaInl" 
alt="$ p \in [0,1] $" src="form_240.png"/> </td></tr>
-    <tr><td class="paramname">sp</td><td>Success probability <img 
class="formulaInl" alt="$ \mathit{sp} \in [0,1] $" src="form_259.png"/> 
</td></tr>
+    <tr><td class="paramname">p</td><td>Probability <img class="formulaInl" 
alt="$ p \in [0,1] $" src="form_241.png"/> </td></tr>
+    <tr><td class="paramname">sp</td><td>Success probability <img 
class="formulaInl" alt="$ \mathit{sp} \in [0,1] $" src="form_260.png"/> 
</td></tr>
   </table>
   </dd>
 </dl>
-<dl class="section return"><dt>Returns</dt><dd>If <img class="formulaInl" 
alt="$ p < 0.5 $" src="form_243.png"/> the maximum <img class="formulaInl" 
alt="$ x $" src="form_178.png"/> such that <img class="formulaInl" alt="$ p 
\geq \Pr[X \leq x] $" src="form_267.png"/>. If <img class="formulaInl" alt="$ p 
\geq 0.5 $" src="form_245.png"/> the minimum <img class="formulaInl" alt="$ x 
$" src="form_178.png"/> such that <img class="formulaInl" alt="$ p \leq \Pr[X 
\leq x] $" src="form_268.png"/>. Here, <img class="formulaInl" alt="$ X $" 
src="form_2.png"/> is a geometrically distributed random variable with success 
probability <img class="formulaInl" alt="$ \mathit{sp} $" src="form_258.png"/>. 
</dd></dl>
+<dl class="section return"><dt>Returns</dt><dd>If <img class="formulaInl" 
alt="$ p < 0.5 $" src="form_244.png"/> the maximum <img class="formulaInl" 
alt="$ x $" src="form_178.png"/> such that <img class="formulaInl" alt="$ p 
\geq \Pr[X \leq x] $" src="form_268.png"/>. If <img class="formulaInl" alt="$ p 
\geq 0.5 $" src="form_246.png"/> the minimum <img class="formulaInl" alt="$ x 
$" src="form_178.png"/> such that <img class="formulaInl" alt="$ p \leq \Pr[X 
\leq x] $" src="form_269.png"/>. Here, <img class="formulaInl" alt="$ X $" 
src="form_2.png"/> is a geometrically distributed random variable with success 
probability <img class="formulaInl" alt="$ \mathit{sp} $" src="form_259.png"/>. 
</dd></dl>
 
 </div>
 </div>
@@ -1572,13 +1572,13 @@ Functions</h2></td></tr>
 <dl class="params"><dt>Parameters</dt><dd>
   <table class="params">
     <tr><td class="paramname">x</td><td>Random variate <img class="formulaInl" 
alt="$ x $" src="form_178.png"/> </td></tr>
-    <tr><td class="paramname">r</td><td>Number <img class="formulaInl" alt="$ 
r \in \{ 0, 1, \dots, N \} $" src="form_282.png"/> of items with distinct 
property (sometimes called the number of <em>success states</em> in population) 
</td></tr>
-    <tr><td class="paramname">n</td><td>Number <img class="formulaInl" alt="$ 
n \in \{ 0, 1, \dots, N \} $" src="form_283.png"/> of draws (without 
replacement) </td></tr>
-    <tr><td class="paramname">N</td><td>Total number <img class="formulaInl" 
alt="$ N \in \mathbb N $" src="form_284.png"/> of items </td></tr>
+    <tr><td class="paramname">r</td><td>Number <img class="formulaInl" alt="$ 
r \in \{ 0, 1, \dots, N \} $" src="form_283.png"/> of items with distinct 
property (sometimes called the number of <em>success states</em> in population) 
</td></tr>
+    <tr><td class="paramname">n</td><td>Number <img class="formulaInl" alt="$ 
n \in \{ 0, 1, \dots, N \} $" src="form_284.png"/> of draws (without 
replacement) </td></tr>
+    <tr><td class="paramname">N</td><td>Total number <img class="formulaInl" 
alt="$ N \in \mathbb N $" src="form_285.png"/> of items </td></tr>
   </table>
   </dd>
 </dl>
-<dl class="section return"><dt>Returns</dt><dd><img class="formulaInl" alt="$ 
\Pr[X \leq x] $" src="form_257.png"/> where <img class="formulaInl" alt="$ X $" 
src="form_2.png"/> is a hypergeometrically distributed random variable with 
parameters <img class="formulaInl" alt="$ r, n, N $" src="form_285.png"/> 
</dd></dl>
+<dl class="section return"><dt>Returns</dt><dd><img class="formulaInl" alt="$ 
\Pr[X \leq x] $" src="form_258.png"/> where <img class="formulaInl" alt="$ X $" 
src="form_2.png"/> is a hypergeometrically distributed random variable with 
parameters <img class="formulaInl" alt="$ r, n, N $" src="form_286.png"/> 
</dd></dl>
 
 </div>
 </div>
@@ -1620,13 +1620,13 @@ Functions</h2></td></tr>
 <dl class="params"><dt>Parameters</dt><dd>
   <table class="params">
     <tr><td class="paramname">x</td><td>Random variate <img class="formulaInl" 
alt="$ x $" src="form_178.png"/> </td></tr>
-    <tr><td class="paramname">r</td><td>Number <img class="formulaInl" alt="$ 
r \in \{ 0, 1, \dots, N \} $" src="form_282.png"/> of items with distinct 
property (sometimes called the number of <em>success states</em> in population) 
</td></tr>
-    <tr><td class="paramname">n</td><td>Number <img class="formulaInl" alt="$ 
n \in \{ 0, 1, \dots, N \} $" src="form_283.png"/> of draws (without 
replacement) </td></tr>
-    <tr><td class="paramname">N</td><td>Total number <img class="formulaInl" 
alt="$ N \in \mathbb N $" src="form_284.png"/> of items </td></tr>
+    <tr><td class="paramname">r</td><td>Number <img class="formulaInl" alt="$ 
r \in \{ 0, 1, \dots, N \} $" src="form_283.png"/> of items with distinct 
property (sometimes called the number of <em>success states</em> in population) 
</td></tr>
+    <tr><td class="paramname">n</td><td>Number <img class="formulaInl" alt="$ 
n \in \{ 0, 1, \dots, N \} $" src="form_284.png"/> of draws (without 
replacement) </td></tr>
+    <tr><td class="paramname">N</td><td>Total number <img class="formulaInl" 
alt="$ N \in \mathbb N $" src="form_285.png"/> of items </td></tr>
   </table>
   </dd>
 </dl>
-<dl class="section return"><dt>Returns</dt><dd><img class="formulaInl" alt="$ 
f(x) $" src="form_260.png"/> where <img class="formulaInl" alt="$ f $" 
src="form_261.png"/> is the probability mass function of a hypergeometrically 
distributed random variable with parameters <img class="formulaInl" alt="$ r, 
n, N $" src="form_285.png"/> </dd></dl>
+<dl class="section return"><dt>Returns</dt><dd><img class="formulaInl" alt="$ 
f(x) $" src="form_261.png"/> where <img class="formulaInl" alt="$ f $" 
src="form_262.png"/> is the probability mass function of a hypergeometrically 
distributed random variable with parameters <img class="formulaInl" alt="$ r, 
n, N $" src="form_286.png"/> </dd></dl>
 
 </div>
 </div>
@@ -1667,14 +1667,14 @@ Functions</h2></td></tr>
 </div><div class="memdoc">
 <dl class="params"><dt>Parameters</dt><dd>
   <table class="params">
-    <tr><td class="paramname">p</td><td>Probability <img class="formulaInl" 
alt="$ p \in [0,1] $" src="form_240.png"/> </td></tr>
-    <tr><td class="paramname">r</td><td>Number <img class="formulaInl" alt="$ 
r \in \{ 0, 1, \dots, N \} $" src="form_282.png"/> of items with distinct 
property (sometimes called the number of <em>success states</em> in population) 
</td></tr>
-    <tr><td class="paramname">n</td><td>Number <img class="formulaInl" alt="$ 
n \in \{ 0, 1, \dots, N \} $" src="form_283.png"/> of draws (without 
replacement) </td></tr>
-    <tr><td class="paramname">N</td><td>Total number <img class="formulaInl" 
alt="$ N \in \mathbb N $" src="form_284.png"/> of items </td></tr>
+    <tr><td class="paramname">p</td><td>Probability <img class="formulaInl" 
alt="$ p \in [0,1] $" src="form_241.png"/> </td></tr>
+    <tr><td class="paramname">r</td><td>Number <img class="formulaInl" alt="$ 
r \in \{ 0, 1, \dots, N \} $" src="form_283.png"/> of items with distinct 
property (sometimes called the number of <em>success states</em> in population) 
</td></tr>
+    <tr><td class="paramname">n</td><td>Number <img class="formulaInl" alt="$ 
n \in \{ 0, 1, \dots, N \} $" src="form_284.png"/> of draws (without 
replacement) </td></tr>
+    <tr><td class="paramname">N</td><td>Total number <img class="formulaInl" 
alt="$ N \in \mathbb N $" src="form_285.png"/> of items </td></tr>
   </table>
   </dd>
 </dl>
-<dl class="section return"><dt>Returns</dt><dd><img class="formulaInl" alt="$ 
x $" src="form_178.png"/> such that <img class="formulaInl" alt="$ p = \Pr[X 
\leq x] $" src="form_265.png"/> where <img class="formulaInl" alt="$ X $" 
src="form_2.png"/> is a hypergeometrically distributed random variable with 
parameters <img class="formulaInl" alt="$ r, n, N $" src="form_285.png"/> 
</dd></dl>
+<dl class="section return"><dt>Returns</dt><dd><img class="formulaInl" alt="$ 
x $" src="form_178.png"/> such that <img class="formulaInl" alt="$ p = \Pr[X 
\leq x] $" src="form_266.png"/> where <img class="formulaInl" alt="$ X $" 
src="form_2.png"/> is a hypergeometrically distributed random variable with 
parameters <img class="formulaInl" alt="$ r, n, N $" src="form_286.png"/> 
</dd></dl>
 
 </div>
 </div>
@@ -1710,12 +1710,12 @@ Functions</h2></td></tr>
 <dl class="params"><dt>Parameters</dt><dd>
   <table class="params">
     <tr><td class="paramname">x</td><td>Random variate <img class="formulaInl" 
alt="$ x $" src="form_178.png"/> </td></tr>
-    <tr><td class="paramname">shape</td><td>Shape <img class="formulaInl" 
alt="$ \alpha > 0 $" src="form_263.png"/> </td></tr>
-    <tr><td class="paramname">scale</td><td>Scale <img class="formulaInl" 
alt="$ \beta > 0 $" src="form_264.png"/> </td></tr>
+    <tr><td class="paramname">shape</td><td>Shape <img class="formulaInl" 
alt="$ \alpha > 0 $" src="form_264.png"/> </td></tr>
+    <tr><td class="paramname">scale</td><td>Scale <img class="formulaInl" 
alt="$ \beta > 0 $" src="form_265.png"/> </td></tr>
   </table>
   </dd>
 </dl>
-<dl class="section return"><dt>Returns</dt><dd><img class="formulaInl" alt="$ 
\Pr[X \leq x] $" src="form_257.png"/> where <img class="formulaInl" alt="$ X $" 
src="form_2.png"/> is an inverse-gamma distributed random variable with shape 
and scale parameters <img class="formulaInl" alt="$ \alpha $" 
src="form_142.png"/> and <img class="formulaInl" alt="$ \beta $" 
src="form_143.png"/>, respectively </dd></dl>
+<dl class="section return"><dt>Returns</dt><dd><img class="formulaInl" alt="$ 
\Pr[X \leq x] $" src="form_258.png"/> where <img class="formulaInl" alt="$ X $" 
src="form_2.png"/> is an inverse-gamma distributed random variable with shape 
and scale parameters <img class="formulaInl" alt="$ \alpha $" 
src="form_142.png"/> and <img class="formulaInl" alt="$ \beta $" 
src="form_143.png"/>, respectively </dd></dl>
 
 </div>
 </div>
@@ -1751,12 +1751,12 @@ Functions</h2></td></tr>
 <dl class="params"><dt>Parameters</dt><dd>
   <table class="params">
     <tr><td class="paramname">x</td><td>Random variate <img class="formulaInl" 
alt="$ x $" src="form_178.png"/> </td></tr>
-    <tr><td class="paramname">shape</td><td>Shape <img class="formulaInl" 
alt="$ \alpha > 0 $" src="form_263.png"/> </td></tr>
-    <tr><td class="paramname">scale</td><td>Scale <img class="formulaInl" 
alt="$ \beta > 0 $" src="form_264.png"/> </td></tr>
+    <tr><td class="paramname">shape</td><td>Shape <img class="formulaInl" 
alt="$ \alpha > 0 $" src="form_264.png"/> </td></tr>
+    <tr><td class="paramname">scale</td><td>Scale <img class="formulaInl" 
alt="$ \beta > 0 $" src="form_265.png"/> </td></tr>
   </table>
   </dd>
 </dl>
-<dl class="section return"><dt>Returns</dt><dd><img class="formulaInl" alt="$ 
f(x) $" src="form_260.png"/> where <img class="formulaInl" alt="$ f $" 
src="form_261.png"/> is the probability density function of an inverse-gamma 
distributed random variable with shape and scale parameters <img 
class="formulaInl" alt="$ \alpha $" src="form_142.png"/> and <img 
class="formulaInl" alt="$ \beta $" src="form_143.png"/>, respectively </dd></dl>
+<dl class="section return"><dt>Returns</dt><dd><img class="formulaInl" alt="$ 
f(x) $" src="form_261.png"/> where <img class="formulaInl" alt="$ f $" 
src="form_262.png"/> is the probability density function of an inverse-gamma 
distributed random variable with shape and scale parameters <img 
class="formulaInl" alt="$ \alpha $" src="form_142.png"/> and <img 
class="formulaInl" alt="$ \beta $" src="form_143.png"/>, respectively </dd></dl>
 
 </div>
 </div>
@@ -1791,13 +1791,13 @@ Functions</h2></td></tr>
 </div><div class="memdoc">
 <dl class="params"><dt>Parameters</dt><dd>
   <table class="params">
-    <tr><td class="paramname">p</td><td>Probability <img class="formulaInl" 
alt="$ p \in [0,1] $" src="form_240.png"/> </td></tr>
-    <tr><td class="paramname">shape</td><td>Shape <img class="formulaInl" 
alt="$ \alpha > 0 $" src="form_263.png"/> </td></tr>
-    <tr><td class="paramname">scale</td><td>Scale <img class="formulaInl" 
alt="$ \beta > 0 $" src="form_264.png"/> </td></tr>
+    <tr><td class="paramname">p</td><td>Probability <img class="formulaInl" 
alt="$ p \in [0,1] $" src="form_241.png"/> </td></tr>
+    <tr><td class="paramname">shape</td><td>Shape <img class="formulaInl" 
alt="$ \alpha > 0 $" src="form_264.png"/> </td></tr>
+    <tr><td class="paramname">scale</td><td>Scale <img class="formulaInl" 
alt="$ \beta > 0 $" src="form_265.png"/> </td></tr>
   </table>
   </dd>
 </dl>
-<dl class="section return"><dt>Returns</dt><dd><img class="formulaInl" alt="$ 
x $" src="form_178.png"/> such that <img class="formulaInl" alt="$ p = \Pr[X 
\leq x] $" src="form_265.png"/> where <img class="formulaInl" alt="$ X $" 
src="form_2.png"/> is an inverse-gamma distributed random variable with shape 
and scale parameters <img class="formulaInl" alt="$ \alpha $" 
src="form_142.png"/> and <img class="formulaInl" alt="$ \beta $" 
src="form_143.png"/>, respectively </dd></dl>
+<dl class="section return"><dt>Returns</dt><dd><img class="formulaInl" alt="$ 
x $" src="form_178.png"/> such that <img class="formulaInl" alt="$ p = \Pr[X 
\leq x] $" src="form_266.png"/> where <img class="formulaInl" alt="$ X $" 
src="form_2.png"/> is an inverse-gamma distributed random variable with shape 
and scale parameters <img class="formulaInl" alt="$ \alpha $" 
src="form_142.png"/> and <img class="formulaInl" alt="$ \beta $" 
src="form_143.png"/>, respectively </dd></dl>
 
 </div>
 </div>
@@ -1820,7 +1820,7 @@ Functions</h2></td></tr>
   </table>
   </dd>
 </dl>
-<dl class="section return"><dt>Returns</dt><dd><img class="formulaInl" alt="$ 
\Pr[X \leq x] $" src="form_257.png"/> where <img class="formulaInl" alt="$ X $" 
src="form_2.png"/> is a Kolmogorov distributed random variable</dd></dl>
+<dl class="section return"><dt>Returns</dt><dd><img class="formulaInl" alt="$ 
\Pr[X \leq x] $" src="form_258.png"/> where <img class="formulaInl" alt="$ X $" 
src="form_2.png"/> is a Kolmogorov distributed random variable</dd></dl>
 <dl class="section see"><dt>See also</dt><dd>Kolmogorov-Smirnov test: 
ks_test() </dd></dl>
 
 </div>
@@ -1857,12 +1857,12 @@ Functions</h2></td></tr>
 <dl class="params"><dt>Parameters</dt><dd>
   <table class="params">
     <tr><td class="paramname">x</td><td>Random variate <img class="formulaInl" 
alt="$ x $" src="form_178.png"/> </td></tr>
-    <tr><td class="paramname">mean</td><td>Mean <img class="formulaInl" alt="$ 
\mu $" src="form_286.png"/> </td></tr>
-    <tr><td class="paramname">scale</td><td>Scale <img class="formulaInl" 
alt="$ b > 0 $" src="form_287.png"/> </td></tr>
+    <tr><td class="paramname">mean</td><td>Mean <img class="formulaInl" alt="$ 
\mu $" src="form_287.png"/> </td></tr>
+    <tr><td class="paramname">scale</td><td>Scale <img class="formulaInl" 
alt="$ b > 0 $" src="form_288.png"/> </td></tr>
   </table>
   </dd>
 </dl>
-<dl class="section return"><dt>Returns</dt><dd><img class="formulaInl" alt="$ 
\Pr[X \leq x] $" src="form_257.png"/> where <img class="formulaInl" alt="$ X $" 
src="form_2.png"/> is a Laplace-distributed random variable with mean <img 
class="formulaInl" alt="$ \mu $" src="form_286.png"/> and variance <img 
class="formulaInl" alt="$ 2 b^2 $" src="form_288.png"/> </dd></dl>
+<dl class="section return"><dt>Returns</dt><dd><img class="formulaInl" alt="$ 
\Pr[X \leq x] $" src="form_258.png"/> where <img class="formulaInl" alt="$ X $" 
src="form_2.png"/> is a Laplace-distributed random variable with mean <img 
class="formulaInl" alt="$ \mu $" src="form_287.png"/> and variance <img 
class="formulaInl" alt="$ 2 b^2 $" src="form_289.png"/> </dd></dl>
 
 </div>
 </div>
@@ -1898,12 +1898,12 @@ Functions</h2></td></tr>
 <dl class="params"><dt>Parameters</dt><dd>
   <table class="params">
     <tr><td class="paramname">x</td><td>Random variate <img class="formulaInl" 
alt="$ x $" src="form_178.png"/> </td></tr>
-    <tr><td class="paramname">mean</td><td>Mean <img class="formulaInl" alt="$ 
\mu $" src="form_286.png"/> </td></tr>
-    <tr><td class="paramname">scale</td><td>Scale <img class="formulaInl" 
alt="$ b > 0 $" src="form_287.png"/> </td></tr>
+    <tr><td class="paramname">mean</td><td>Mean <img class="formulaInl" alt="$ 
\mu $" src="form_287.png"/> </td></tr>
+    <tr><td class="paramname">scale</td><td>Scale <img class="formulaInl" 
alt="$ b > 0 $" src="form_288.png"/> </td></tr>
   </table>
   </dd>
 </dl>
-<dl class="section return"><dt>Returns</dt><dd><img class="formulaInl" alt="$ 
f(x) $" src="form_260.png"/> where <img class="formulaInl" alt="$ f $" 
src="form_261.png"/> is the probability density function of a 
Laplace-distributed random variable with mean <img class="formulaInl" alt="$ 
\mu $" src="form_286.png"/> and variance <img class="formulaInl" alt="$ 2 b^2 
$" src="form_288.png"/> </dd></dl>
+<dl class="section return"><dt>Returns</dt><dd><img class="formulaInl" alt="$ 
f(x) $" src="form_261.png"/> where <img class="formulaInl" alt="$ f $" 
src="form_262.png"/> is the probability density function of a 
Laplace-distributed random variable with mean <img class="formulaInl" alt="$ 
\mu $" src="form_287.png"/> and variance <img class="formulaInl" alt="$ 2 b^2 
$" src="form_289.png"/> </dd></dl>
 
 </div>
 </div>
@@ -1938,13 +1938,13 @@ Functions</h2></td></tr>
 </div><div class="memdoc">
 <dl class="params"><dt>Parameters</dt><dd>
   <table class="params">
-    <tr><td class="paramname">p</td><td>Probability <img class="formulaInl" 
alt="$ p \in [0,1] $" src="form_240.png"/> </td></tr>
-    <tr><td class="paramname">mean</td><td>Mean <img class="formulaInl" alt="$ 
\mu $" src="form_286.png"/> </td></tr>
-    <tr><td class="paramname">scale</td><td>Scale <img class="formulaInl" 
alt="$ b > 0 $" src="form_287.png"/> </td></tr>
+    <tr><td class="paramname">p</td><td>Probability <img class="formulaInl" 
alt="$ p \in [0,1] $" src="form_241.png"/> </td></tr>
+    <tr><td class="paramname">mean</td><td>Mean <img class="formulaInl" alt="$ 
\mu $" src="form_287.png"/> </td></tr>
+    <tr><td class="paramname">scale</td><td>Scale <img class="formulaInl" 
alt="$ b > 0 $" src="form_288.png"/> </td></tr>
   </table>
   </dd>
 </dl>
-<dl class="section return"><dt>Returns</dt><dd><img class="formulaInl" alt="$ 
x $" src="form_178.png"/> such that <img class="formulaInl" alt="$ p = \Pr[X 
\leq x] $" src="form_265.png"/> where <img class="formulaInl" alt="$ X $" 
src="form_2.png"/> is a Laplace-distributed random variable with mean <img 
class="formulaInl" alt="$ \mu $" src="form_286.png"/> and variance <img 
class="formulaInl" alt="$ 2 b^2 $" src="form_288.png"/> </dd></dl>
+<dl class="section return"><dt>Returns</dt><dd><img class="formulaInl" alt="$ 
x $" src="form_178.png"/> such that <img class="formulaInl" alt="$ p = \Pr[X 
\leq x] $" src="form_266.png"/> where <img class="formulaInl" alt="$ X $" 
src="form_2.png"/> is a Laplace-distributed random variable with mean <img 
class="formulaInl" alt="$ \mu $" src="form_287.png"/> and variance <img 
class="formulaInl" alt="$ 2 b^2 $" src="form_289.png"/> </dd></dl>
 
 </div>
 </div>
@@ -1980,12 +1980,12 @@ Functions</h2></td></tr>
 <dl class="params"><dt>Parameters</dt><dd>
   <table class="params">
     <tr><td class="paramname">x</td><td>Random variate <img class="formulaInl" 
alt="$ x $" src="form_178.png"/> </td></tr>
-    <tr><td class="paramname">mean</td><td>Mean <img class="formulaInl" alt="$ 
\mu $" src="form_286.png"/> </td></tr>
-    <tr><td class="paramname">scale</td><td>Scale <img class="formulaInl" 
alt="$ s > 0 $" src="form_289.png"/> </td></tr>
+    <tr><td class="paramname">mean</td><td>Mean <img class="formulaInl" alt="$ 
\mu $" src="form_287.png"/> </td></tr>
+    <tr><td class="paramname">scale</td><td>Scale <img class="formulaInl" 
alt="$ s > 0 $" src="form_290.png"/> </td></tr>
   </table>
   </dd>
 </dl>
-<dl class="section return"><dt>Returns</dt><dd><img class="formulaInl" alt="$ 
\Pr[X \leq x] $" src="form_257.png"/> where <img class="formulaInl" alt="$ X $" 
src="form_2.png"/> is a logistically distributed random variable with mean <img 
class="formulaInl" alt="$ \mu $" src="form_286.png"/> and scale parameter <img 
class="formulaInl" alt="$ s $" src="form_290.png"/> </dd></dl>
+<dl class="section return"><dt>Returns</dt><dd><img class="formulaInl" alt="$ 
\Pr[X \leq x] $" src="form_258.png"/> where <img class="formulaInl" alt="$ X $" 
src="form_2.png"/> is a logistically distributed random variable with mean <img 
class="formulaInl" alt="$ \mu $" src="form_287.png"/> and scale parameter <img 
class="formulaInl" alt="$ s $" src="form_291.png"/> </dd></dl>
 
 </div>
 </div>
@@ -2021,12 +2021,12 @@ Functions</h2></td></tr>
 <dl class="params"><dt>Parameters</dt><dd>
   <table class="params">
     <tr><td class="paramname">x</td><td>Random variate <img class="formulaInl" 
alt="$ x $" src="form_178.png"/> </td></tr>
-    <tr><td class="paramname">mean</td><td>Mean <img class="formulaInl" alt="$ 
\mu $" src="form_286.png"/> </td></tr>
-    <tr><td class="paramname">scale</td><td>Scale <img class="formulaInl" 
alt="$ s > 0 $" src="form_289.png"/> </td></tr>
+    <tr><td class="paramname">mean</td><td>Mean <img class="formulaInl" alt="$ 
\mu $" src="form_287.png"/> </td></tr>
+    <tr><td class="paramname">scale</td><td>Scale <img class="formulaInl" 
alt="$ s > 0 $" src="form_290.png"/> </td></tr>
   </table>
   </dd>
 </dl>
-<dl class="section return"><dt>Returns</dt><dd><img class="formulaInl" alt="$ 
f(x) $" src="form_260.png"/> where <img class="formulaInl" alt="$ f $" 
src="form_261.png"/> is the probability density function of a logistically 
distributed random variable with mean <img class="formulaInl" alt="$ \mu $" 
src="form_286.png"/> and scale parameter <img class="formulaInl" alt="$ s $" 
src="form_290.png"/> </dd></dl>
+<dl class="section return"><dt>Returns</dt><dd><img class="formulaInl" alt="$ 
f(x) $" src="form_261.png"/> where <img class="formulaInl" alt="$ f $" 
src="form_262.png"/> is the probability density function of a logistically 
distributed random variable with mean <img class="formulaInl" alt="$ \mu $" 
src="form_287.png"/> and scale parameter <img class="formulaInl" alt="$ s $" 
src="form_291.png"/> </dd></dl>
 
 </div>
 </div>
@@ -2061,13 +2061,13 @@ Functions</h2></td></tr>
 </div><div class="memdoc">
 <dl class="params"><dt>Parameters</dt><dd>
   <table class="params">
-    <tr><td class="paramname">p</td><td>Probability <img class="formulaInl" 
alt="$ p \in [0,1] $" src="form_240.png"/> </td></tr>
-    <tr><td class="paramname">mean</td><td>Mean <img class="formulaInl" alt="$ 
\mu $" src="form_286.png"/> </td></tr>
-    <tr><td class="paramname">scale</td><td>Scale <img class="formulaInl" 
alt="$ s > 0 $" src="form_289.png"/> </td></tr>
+    <tr><td class="paramname">p</td><td>Probability <img class="formulaInl" 
alt="$ p \in [0,1] $" src="form_241.png"/> </td></tr>
+    <tr><td class="paramname">mean</td><td>Mean <img class="formulaInl" alt="$ 
\mu $" src="form_287.png"/> </td></tr>
+    <tr><td class="paramname">scale</td><td>Scale <img class="formulaInl" 
alt="$ s > 0 $" src="form_290.png"/> </td></tr>
   </table>
   </dd>
 </dl>
-<dl class="section return"><dt>Returns</dt><dd><img class="formulaInl" alt="$ 
x $" src="form_178.png"/> such that <img class="formulaInl" alt="$ p = \Pr[X 
\leq x] $" src="form_265.png"/> where <img class="formulaInl" alt="$ X $" 
src="form_2.png"/> is a logistically distributed random variable with mean <img 
class="formulaInl" alt="$ \mu $" src="form_286.png"/> and scale parameter <img 
class="formulaInl" alt="$ s $" src="form_290.png"/> </dd></dl>
+<dl class="section return"><dt>Returns</dt><dd><img class="formulaInl" alt="$ 
x $" src="form_178.png"/> such that <img class="formulaInl" alt="$ p = \Pr[X 
\leq x] $" src="form_266.png"/> where <img class="formulaInl" alt="$ X $" 
src="form_2.png"/> is a logistically distributed random variable with mean <img 
class="formulaInl" alt="$ \mu $" src="form_287.png"/> and scale parameter <img 
class="formulaInl" alt="$ s $" src="form_291.png"/> </dd></dl>
 
 </div>
 </div>
@@ -2103,12 +2103,12 @@ Functions</h2></td></tr>
 <dl class="params"><dt>Parameters</dt><dd>
   <table class="params">
     <tr><td class="paramname">x</td><td>Random variate <img class="formulaInl" 
alt="$ x $" src="form_178.png"/> </td></tr>
-    <tr><td class="paramname">location</td><td>Location <img 
class="formulaInl" alt="$ m $" src="form_291.png"/> </td></tr>
-    <tr><td class="paramname">scale</td><td>Scale <img class="formulaInl" 
alt="$ s > 0 $" src="form_289.png"/> </td></tr>
+    <tr><td class="paramname">location</td><td>Location <img 
class="formulaInl" alt="$ m $" src="form_292.png"/> </td></tr>
+    <tr><td class="paramname">scale</td><td>Scale <img class="formulaInl" 
alt="$ s > 0 $" src="form_290.png"/> </td></tr>
   </table>
   </dd>
 </dl>
-<dl class="section return"><dt>Returns</dt><dd><img class="formulaInl" alt="$ 
\Pr[X \leq x] $" src="form_257.png"/> where <img class="formulaInl" alt="$ X $" 
src="form_2.png"/> is a lognormally distributed random variable with location 
and scale parameters <img class="formulaInl" alt="$ m $" src="form_291.png"/> 
and <img class="formulaInl" alt="$ s $" src="form_290.png"/>, respectively 
</dd></dl>
+<dl class="section return"><dt>Returns</dt><dd><img class="formulaInl" alt="$ 
\Pr[X \leq x] $" src="form_258.png"/> where <img class="formulaInl" alt="$ X $" 
src="form_2.png"/> is a lognormally distributed random variable with location 
and scale parameters <img class="formulaInl" alt="$ m $" src="form_292.png"/> 
and <img class="formulaInl" alt="$ s $" src="form_291.png"/>, respectively 
</dd></dl>
 
 </div>
 </div>
@@ -2144,12 +2144,12 @@ Functions</h2></td></tr>
 <dl class="params"><dt>Parameters</dt><dd>
   <table class="params">
     <tr><td class="paramname">x</td><td>Random variate <img class="formulaInl" 
alt="$ x $" src="form_178.png"/> </td></tr>
-    <tr><td class="paramname">location</td><td>Location <img 
class="formulaInl" alt="$ m $" src="form_291.png"/> </td></tr>
-    <tr><td class="paramname">scale</td><td>Scale <img class="formulaInl" 
alt="$ s > 0 $" src="form_289.png"/> </td></tr>
+    <tr><td class="paramname">location</td><td>Location <img 
class="formulaInl" alt="$ m $" src="form_292.png"/> </td></tr>
+    <tr><td class="paramname">scale</td><td>Scale <img class="formulaInl" 
alt="$ s > 0 $" src="form_290.png"/> </td></tr>
   </table>
   </dd>
 </dl>
-<dl class="section return"><dt>Returns</dt><dd><img class="formulaInl" alt="$ 
f(x) $" src="form_260.png"/> where <img class="formulaInl" alt="$ f $" 
src="form_261.png"/> is the probability density function of a lognormally 
distributed random variable with location and scale parameters <img 
class="formulaInl" alt="$ m $" src="form_291.png"/> and <img class="formulaInl" 
alt="$ s $" src="form_290.png"/>, respectively </dd></dl>
+<dl class="section return"><dt>Returns</dt><dd><img class="formulaInl" alt="$ 
f(x) $" src="form_261.png"/> where <img class="formulaInl" alt="$ f $" 
src="form_262.png"/> is the probability density function of a lognormally 
distributed random variable with location and scale parameters <img 
class="formulaInl" alt="$ m $" src="form_292.png"/> and <img class="formulaInl" 
alt="$ s $" src="form_291.png"/>, respectively </dd></dl>
 
 </div>
 </div>
@@ -2184,13 +2184,13 @@ Functions</h2></td></tr>
 </div><div class="memdoc">
 <dl class="params"><dt>Parameters</dt><dd>
   <table class="params">
-    <tr><td class="paramname">p</td><td>Probability <img class="formulaInl" 
alt="$ p \in [0,1] $" src="form_240.png"/> </td></tr>
-    <tr><td class="paramname">location</td><td>Location <img 
class="formulaInl" alt="$ m $" src="form_291.png"/> </td></tr>
-    <tr><td class="paramname">scale</td><td>Scale <img class="formulaInl" 
alt="$ s > 0 $" src="form_289.png"/> </td></tr>
+    <tr><td class="paramname">p</td><td>Probability <img class="formulaInl" 
alt="$ p \in [0,1] $" src="form_241.png"/> </td></tr>
+    <tr><td class="paramname">location</td><td>Location <img 
class="formulaInl" alt="$ m $" src="form_292.png"/> </td></tr>
+    <tr><td class="paramname">scale</td><td>Scale <img class="formulaInl" 
alt="$ s > 0 $" src="form_290.png"/> </td></tr>
   </table>
   </dd>
 </dl>
-<dl class="section return"><dt>Returns</dt><dd><img class="formulaInl" alt="$ 
x $" src="form_178.png"/> such that <img class="formulaInl" alt="$ p = \Pr[X 
\leq x] $" src="form_265.png"/> where <img class="formulaInl" alt="$ X $" 
src="form_2.png"/> is a lognormally distributed random variable with location 
and scale parameters <img class="formulaInl" alt="$ m $" src="form_291.png"/> 
and <img class="formulaInl" alt="$ s $" src="form_290.png"/>, respectively 
</dd></dl>
+<dl class="section return"><dt>Returns</dt><dd><img class="formulaInl" alt="$ 
x $" src="form_178.png"/> such that <img class="formulaInl" alt="$ p = \Pr[X 
\leq x] $" src="form_266.png"/> where <img class="formulaInl" alt="$ X $" 
src="form_2.png"/> is a lognormally distributed random variable with location 
and scale parameters <img class="formulaInl" alt="$ m $" src="form_292.png"/> 
and <img class="formulaInl" alt="$ s $" src="form_291.png"/>, respectively 
</dd></dl>
 
 </div>
 </div>
@@ -2226,12 +2226,12 @@ Functions</h2></td></tr>
 <dl class="params"><dt>Parameters</dt><dd>
   <table class="params">
     <tr><td class="paramname">x</td><td>Random variate <img class="formulaInl" 
alt="$ x $" src="form_178.png"/> </td></tr>
-    <tr><td class="paramname">r</td><td>Total number <img class="formulaInl" 
alt="$ r > 0 $" src="form_292.png"/> of successes in <img class="formulaInl" 
alt="$ x + r $" src="form_293.png"/> trials (assuming success in the last 
trial) </td></tr>
-    <tr><td class="paramname">sp</td><td>Success probability <img 
class="formulaInl" alt="$ \mathit{sp} \in (0,1] $" src="form_294.png"/> in each 
trial </td></tr>
+    <tr><td class="paramname">r</td><td>Total number <img class="formulaInl" 
alt="$ r > 0 $" src="form_293.png"/> of successes in <img class="formulaInl" 
alt="$ x + r $" src="form_294.png"/> trials (assuming success in the last 
trial) </td></tr>
+    <tr><td class="paramname">sp</td><td>Success probability <img 
class="formulaInl" alt="$ \mathit{sp} \in (0,1] $" src="form_295.png"/> in each 
trial </td></tr>
   </table>
   </dd>
 </dl>
-<dl class="section return"><dt>Returns</dt><dd><img class="formulaInl" alt="$ 
\Pr[X \leq x] $" src="form_257.png"/> where <img class="formulaInl" alt="$ X $" 
src="form_2.png"/> is a negative-binomially distributed random variable with 
parameters <img class="formulaInl" alt="$ r, \mathit{sp} $" 
src="form_295.png"/> </dd></dl>
+<dl class="section return"><dt>Returns</dt><dd><img class="formulaInl" alt="$ 
\Pr[X \leq x] $" src="form_258.png"/> where <img class="formulaInl" alt="$ X $" 
src="form_2.png"/> is a negative-binomially distributed random variable with 
parameters <img class="formulaInl" alt="$ r, \mathit{sp} $" 
src="form_296.png"/> </dd></dl>
 
 </div>
 </div>
@@ -2267,12 +2267,12 @@ Functions</h2></td></tr>
 <dl class="params"><dt>Parameters</dt><dd>
   <table class="params">
     <tr><td class="paramname">x</td><td>Random variate <img class="formulaInl" 
alt="$ x $" src="form_178.png"/> </td></tr>
-    <tr><td class="paramname">r</td><td>Total number <img class="formulaInl" 
alt="$ r > 0 $" src="form_292.png"/> of successes in <img class="formulaInl" 
alt="$ x + r $" src="form_293.png"/> trials (assuming success in the last 
trial) </td></tr>
-    <tr><td class="paramname">sp</td><td>Success probability <img 
class="formulaInl" alt="$ \mathit{sp} \in (0,1] $" src="form_294.png"/> in each 
trial </td></tr>
+    <tr><td class="paramname">r</td><td>Total number <img class="formulaInl" 
alt="$ r > 0 $" src="form_293.png"/> of successes in <img class="formulaInl" 
alt="$ x + r $" src="form_294.png"/> trials (assuming success in the last 
trial) </td></tr>
+    <tr><td class="paramname">sp</td><td>Success probability <img 
class="formulaInl" alt="$ \mathit{sp} \in (0,1] $" src="form_295.png"/> in each 
trial </td></tr>
   </table>
   </dd>
 </dl>
-<dl class="section return"><dt>Returns</dt><dd><img class="formulaInl" alt="$ 
f(x) $" src="form_260.png"/> where <img class="formulaInl" alt="$ f $" 
src="form_261.png"/> is the probability mass function of a negative-binomially 
distributed random variable with parameters <img class="formulaInl" alt="$ r, 
\mathit{sp} $" src="form_295.png"/> </dd></dl>
+<dl class="section return"><dt>Returns</dt><dd><img class="formulaInl" alt="$ 
f(x) $" src="form_261.png"/> where <img class="formulaInl" alt="$ f $" 
src="form_262.png"/> is the probability mass function of a negative-binomially 
distributed random variable with parameters <img class="formulaInl" alt="$ r, 
\mathit{sp} $" src="form_296.png"/> </dd></dl>
 
 </div>
 </div>
@@ -2307,13 +2307,13 @@ Functions</h2></td></tr>
 </div><div class="memdoc">
 <dl class="params"><dt>Parameters</dt><dd>
   <table class="params">
-    <tr><td class="paramname">p</td><td>Probability <img class="formulaInl" 
alt="$ p \in [0,1] $" src="form_240.png"/> </td></tr>
-    <tr><td class="paramname">r</td><td>Total number <img class="formulaInl" 
alt="$ r > 0 $" src="form_292.png"/> of successes in <img class="formulaInl" 
alt="$ x + r $" src="form_293.png"/> trials (assuming success in the last 
trial) </td></tr>
-    <tr><td class="paramname">sp</td><td>Success probability <img 
class="formulaInl" alt="$ \mathit{sp} \in (0,1] $" src="form_294.png"/> in each 
trial </td></tr>
+    <tr><td class="paramname">p</td><td>Probability <img class="formulaInl" 
alt="$ p \in [0,1] $" src="form_241.png"/> </td></tr>
+    <tr><td class="paramname">r</td><td>Total number <img class="formulaInl" 
alt="$ r > 0 $" src="form_293.png"/> of successes in <img class="formulaInl" 
alt="$ x + r $" src="form_294.png"/> trials (assuming success in the last 
trial) </td></tr>
+    <tr><td class="paramname">sp</td><td>Success probability <img 
class="formulaInl" alt="$ \mathit{sp} \in (0,1] $" src="form_295.png"/> in each 
trial </td></tr>
   </table>
   </dd>
 </dl>
-<dl class="section return"><dt>Returns</dt><dd>If <img class="formulaInl" 
alt="$ p < 0.5 $" src="form_243.png"/> the maximum <img class="formulaInl" 
alt="$ x $" src="form_178.png"/> such that <img class="formulaInl" alt="$ p 
\geq \Pr[X \leq x] $" src="form_267.png"/>. If <img class="formulaInl" alt="$ p 
\geq 0.5 $" src="form_245.png"/> the minimum <img class="formulaInl" alt="$ x 
$" src="form_178.png"/> such that <img class="formulaInl" alt="$ p \leq \Pr[X 
\leq x] $" src="form_268.png"/>. Here, <img class="formulaInl" alt="$ X $" 
src="form_2.png"/> is a negative-binomially distributed random variable with 
parameters <img class="formulaInl" alt="$ r, \mathit{sp} $" 
src="form_295.png"/> </dd></dl>
+<dl class="section return"><dt>Returns</dt><dd>If <img class="formulaInl" 
alt="$ p < 0.5 $" src="form_244.png"/> the maximum <img class="formulaInl" 
alt="$ x $" src="form_178.png"/> such that <img class="formulaInl" alt="$ p 
\geq \Pr[X \leq x] $" src="form_268.png"/>. If <img class="formulaInl" alt="$ p 
\geq 0.5 $" src="form_246.png"/> the minimum <img class="formulaInl" alt="$ x 
$" src="form_178.png"/> such that <img class="formulaInl" alt="$ p \leq \Pr[X 
\leq x] $" src="form_269.png"/>. Here, <img class="formulaInl" alt="$ X $" 
src="form_2.png"/> is a negative-binomially distributed random variable with 
parameters <img class="formulaInl" alt="$ r, \mathit{sp} $" 
src="form_296.png"/> </dd></dl>
 
 </div>
 </div>
@@ -2355,13 +2355,13 @@ Functions</h2></td></tr>
 <dl class="params"><dt>Parameters</dt><dd>
   <table class="params">
     <tr><td class="paramname">x</td><td>Random variate <img class="formulaInl" 
alt="$ x $" src="form_178.png"/> </td></tr>
-    <tr><td class="paramname">alpha</td><td>Shape <img class="formulaInl" 
alt="$ \alpha > 0 $" src="form_263.png"/> </td></tr>
-    <tr><td class="paramname">beta</td><td>Shape <img class="formulaInl" 
alt="$ \beta > 0 $" src="form_264.png"/> </td></tr>
-    <tr><td class="paramname">ncp</td><td>Noncentrality parameter <img 
class="formulaInl" alt="$ \delta \geq 0 $" src="form_296.png"/> </td></tr>
+    <tr><td class="paramname">alpha</td><td>Shape <img class="formulaInl" 
alt="$ \alpha > 0 $" src="form_264.png"/> </td></tr>
+    <tr><td class="paramname">beta</td><td>Shape <img class="formulaInl" 
alt="$ \beta > 0 $" src="form_265.png"/> </td></tr>
+    <tr><td class="paramname">ncp</td><td>Noncentrality parameter <img 
class="formulaInl" alt="$ \delta \geq 0 $" src="form_297.png"/> </td></tr>
   </table>
   </dd>
 </dl>
-<dl class="section return"><dt>Returns</dt><dd><img class="formulaInl" alt="$ 
\Pr[X \leq x] $" src="form_257.png"/> where <img class="formulaInl" alt="$ X $" 
src="form_2.png"/> is a noncentral-beta distributed random variable with shape 
parameters <img class="formulaInl" alt="$ shape_1 $" src="form_297.png"/> and 
<img class="formulaInl" alt="$ shape_2 $" src="form_298.png"/> and 
noncentrality parameter <img class="formulaInl" alt="$ \delta $" 
src="form_299.png"/> </dd></dl>
+<dl class="section return"><dt>Returns</dt><dd><img class="formulaInl" alt="$ 
\Pr[X \leq x] $" src="form_258.png"/> where <img class="formulaInl" alt="$ X $" 
src="form_2.png"/> is a noncentral-beta distributed random variable with shape 
parameters <img class="formulaInl" alt="$ shape_1 $" src="form_298.png"/> and 
<img class="formulaInl" alt="$ shape_2 $" src="form_299.png"/> and 
noncentrality parameter <img class="formulaInl" alt="$ \delta $" 
src="form_300.png"/> </dd></dl>
 
 </div>
 </div>
@@ -2403,13 +2403,13 @@ Functions</h2></td></tr>
 <dl class="params"><dt>Parameters</dt><dd>
   <table class="params">
     <tr><td class="paramname">x</td><td>Random variate <img class="formulaInl" 
alt="$ x $" src="form_178.png"/> </td></tr>
-    <tr><td class="paramname">alpha</td><td>Shape <img class="formulaInl" 
alt="$ \alpha > 0 $" src="form_263.png"/> </td></tr>
-    <tr><td class="paramname">beta</td><td>Shape <img class="formulaInl" 
alt="$ \beta > 0 $" src="form_264.png"/> </td></tr>
-    <tr><td class="paramname">ncp</td><td>Noncentrality parameter <img 
class="formulaInl" alt="$ \delta \geq 0 $" src="form_296.png"/> </td></tr>
+    <tr><td class="paramname">alpha</td><td>Shape <img class="formulaInl" 
alt="$ \alpha > 0 $" src="form_264.png"/> </td></tr>
+    <tr><td class="paramname">beta</td><td>Shape <img class="formulaInl" 
alt="$ \beta > 0 $" src="form_265.png"/> </td></tr>
+    <tr><td class="paramname">ncp</td><td>Noncentrality parameter <img 
class="formulaInl" alt="$ \delta \geq 0 $" src="form_297.png"/> </td></tr>
   </table>
   </dd>
 </dl>
-<dl class="section return"><dt>Returns</dt><dd><img class="formulaInl" alt="$ 
f(x) $" src="form_260.png"/> where <img class="formulaInl" alt="$ f $" 
src="form_261.png"/> is the probability density function of a noncentral-beta 
distributed random variable with shape parameters <img class="formulaInl" 
alt="$ shape_1 $" src="form_297.png"/> and <img class="formulaInl" alt="$ 
shape_2 $" src="form_298.png"/> and noncentrality parameter <img 
class="formulaInl" alt="$ \delta $" src="form_299.png"/> </dd></dl>
+<dl class="section return"><dt>Returns</dt><dd><img class="formulaInl" alt="$ 
f(x) $" src="form_261.png"/> where <img class="formulaInl" alt="$ f $" 
src="form_262.png"/> is the probability density function of a noncentral-beta 
distributed random variable with shape parameters <img class="formulaInl" 
alt="$ shape_1 $" src="form_298.png"/> and <img class="formulaInl" alt="$ 
shape_2 $" src="form_299.png"/> and noncentrality parameter <img 
class="formulaInl" alt="$ \delta $" src="form_300.png"/> </dd></dl>
 
 </div>
 </div>
@@ -2450,14 +2450,14 @@ Functions</h2></td></tr>
 </div><div class="memdoc">
 <dl class="params"><dt>Parameters</dt><dd>
   <table class="params">
-    <tr><td class="paramname">p</td><td>Probability <img class="formulaInl" 
alt="$ p \in [0,1] $" src="form_240.png"/> </td></tr>
-    <tr><td class="paramname">alpha</td><td>Shape <img class="formulaInl" 
alt="$ \alpha > 0 $" src="form_263.png"/> </td></tr>
-    <tr><td class="paramname">beta</td><td>Shape <img class="formulaInl" 
alt="$ \beta > 0 $" src="form_264.png"/> </td></tr>
-    <tr><td class="paramname">ncp</td><td>Noncentrality parameter <img 
class="formulaInl" alt="$ \delta \geq 0 $" src="form_296.png"/> </td></tr>
+    <tr><td class="paramname">p</td><td>Probability <img class="formulaInl" 
alt="$ p \in [0,1] $" src="form_241.png"/> </td></tr>
+    <tr><td class="paramname">alpha</td><td>Shape <img class="formulaInl" 
alt="$ \alpha > 0 $" src="form_264.png"/> </td></tr>
+    <tr><td class="paramname">beta</td><td>Shape <img class="formulaInl" 
alt="$ \beta > 0 $" src="form_265.png"/> </td></tr>
+    <tr><td class="paramname">ncp</td><td>Noncentrality parameter <img 
class="formulaInl" alt="$ \delta \geq 0 $" src="form_297.png"/> </td></tr>
   </table>
   </dd>
 </dl>
-<dl class="section return"><dt>Returns</dt><dd><img class="formulaInl" alt="$ 
x $" src="form_178.png"/> such that <img class="formulaInl" alt="$ p = \Pr[X 
\leq x] $" src="form_265.png"/> where <img class="formulaInl" alt="$ X $" 
src="form_2.png"/> is a noncentral-beta distributed random variable with shape 
parameters <img class="formulaInl" alt="$ shape_1 $" src="form_297.png"/> and 
<img class="formulaInl" alt="$ shape_2 $" src="form_298.png"/> and 
noncentrality parameter <img class="formulaInl" alt="$ \delta $" 
src="form_299.png"/> </dd></dl>
+<dl class="section return"><dt>Returns</dt><dd><img class="formulaInl" alt="$ 
x $" src="form_178.png"/> such that <img class="formulaInl" alt="$ p = \Pr[X 
\leq x] $" src="form_266.png"/> where <img class="formulaInl" alt="$ X $" 
src="form_2.png"/> is a noncentral-beta distributed random variable with shape 
parameters <img class="formulaInl" alt="$ shape_1 $" src="form_298.png"/> and 
<img class="formulaInl" alt="$ shape_2 $" src="form_299.png"/> and 
noncentrality parameter <img class="formulaInl" alt="$ \delta $" 
src="form_300.png"/> </dd></dl>
 
 </div>
 </div>
@@ -2493,12 +2493,12 @@ Functions</h2></td></tr>
 <dl class="params"><dt>Parameters</dt><dd>
   <table class="params">
     <tr><td class="paramname">x</td><td>Random variate <img class="formulaInl" 
alt="$ x $" src="form_178.png"/> </td></tr>
-    <tr><td class="paramname">df</td><td>Degrees of freedom <img 
class="formulaInl" alt="$ \nu > 0 $" src="form_272.png"/> </td></tr>
-    <tr><td class="paramname">ncp</td><td>The noncentrality parameter <img 
class="formulaInl" alt="$ \lambda \geq 0 $" src="form_300.png"/> </td></tr>
+    <tr><td class="paramname">df</td><td>Degrees of freedom <img 
class="formulaInl" alt="$ \nu > 0 $" src="form_273.png"/> </td></tr>
+    <tr><td class="paramname">ncp</td><td>The noncentrality parameter <img 
class="formulaInl" alt="$ \lambda \geq 0 $" src="form_301.png"/> </td></tr>
   </table>
   </dd>
 </dl>
-<dl class="section return"><dt>Returns</dt><dd><img class="formulaInl" alt="$ 
\Pr[X \leq x] $" src="form_257.png"/> where <img class="formulaInl" alt="$ X $" 
src="form_2.png"/> is a noncentra

<TRUNCATED>

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