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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">1.11</span>
+ </div>
+ <div id="projectbrief">User Documentation for MADlib</div>
+ </td>
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+</script>
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+</div>
+
+<div class="header">
+ <div class="summary">
+<a href="#func-members">Functions</a> </div>
+ <div class="headertitle">
+<div class="title">arima.sql_in File Reference</div> </div>
+</div><!--header-->
+<div class="contents">
+
+<p>Arima function for forecasting of timeseries data.
+<a href="#details">More...</a></p>
+<table class="memberdecls">
+<tr class="heading"><td colspan="2"><h2 class="groupheader"><a
name="func-members"></a>
+Functions</h2></td></tr>
+<tr class="memitem:a9af899e0260745b75b1872159fea1281"><td class="memItemLeft"
align="right" valign="top">void </td><td class="memItemRight"
valign="bottom"><a class="el"
href="arima_8sql__in.html#a9af899e0260745b75b1872159fea1281">arima_train</a>
(text input_table, text output_table, text timestamp_column, text
timeseries_column, text grouping_columns, boolean include_mean, integer[]
non_seasonal_orders, text optimizer_params)</td></tr>
+<tr class="separator:a9af899e0260745b75b1872159fea1281"><td
class="memSeparator" colspan="2"> </td></tr>
+<tr class="memitem:ac5b071de3f011a05b877afd6a415f993"><td class="memItemLeft"
align="right" valign="top">void </td><td class="memItemRight"
valign="bottom"><a class="el"
href="arima_8sql__in.html#ac5b071de3f011a05b877afd6a415f993">arima_train</a>
(text input_table, text output_table, text timestamp_column, text
timeseries_column, text grouping_columns, boolean include_mean, integer[]
non_seasonal_orders)</td></tr>
+<tr class="separator:ac5b071de3f011a05b877afd6a415f993"><td
class="memSeparator" colspan="2"> </td></tr>
+<tr class="memitem:ac4d148eefd1d5fbf4e613d5f10df4930"><td class="memItemLeft"
align="right" valign="top">void </td><td class="memItemRight"
valign="bottom"><a class="el"
href="arima_8sql__in.html#ac4d148eefd1d5fbf4e613d5f10df4930">arima_train</a>
(text input_table, text output_table, text timestamp_column, text
timeseries_column, text grouping_columns, boolean include_mean)</td></tr>
+<tr class="separator:ac4d148eefd1d5fbf4e613d5f10df4930"><td
class="memSeparator" colspan="2"> </td></tr>
+<tr class="memitem:a47977919832510a148d237b11688aee6"><td class="memItemLeft"
align="right" valign="top">void </td><td class="memItemRight"
valign="bottom"><a class="el"
href="arima_8sql__in.html#a47977919832510a148d237b11688aee6">arima_train</a>
(text input_table, text output_table, text timestamp_column, text
timeseries_column, text grouping_columns)</td></tr>
+<tr class="separator:a47977919832510a148d237b11688aee6"><td
class="memSeparator" colspan="2"> </td></tr>
+<tr class="memitem:a1842458490b5b3a3a80d9663792c5e48"><td class="memItemLeft"
align="right" valign="top">void </td><td class="memItemRight"
valign="bottom"><a class="el"
href="arima_8sql__in.html#a1842458490b5b3a3a80d9663792c5e48">arima_train</a>
(text input_table, text output_table, text timestamp_column, text
timeseries_column)</td></tr>
+<tr class="separator:a1842458490b5b3a3a80d9663792c5e48"><td
class="memSeparator" colspan="2"> </td></tr>
+<tr class="memitem:a52416f13110c15b6b7fe8736a4eb0202"><td class="memItemLeft"
align="right" valign="top">void </td><td class="memItemRight"
valign="bottom"><a class="el"
href="arima_8sql__in.html#a52416f13110c15b6b7fe8736a4eb0202">arima_forecast</a>
(text model_table, text output_table, integer steps_ahead)</td></tr>
+<tr class="separator:a52416f13110c15b6b7fe8736a4eb0202"><td
class="memSeparator" colspan="2"> </td></tr>
+<tr class="memitem:a97025971eb41b5480e279e8b56d5c018"><td class="memItemLeft"
align="right" valign="top">text </td><td class="memItemRight"
valign="bottom"><a class="el"
href="arima_8sql__in.html#a97025971eb41b5480e279e8b56d5c018">arima_train</a>
(text message)</td></tr>
+<tr class="separator:a97025971eb41b5480e279e8b56d5c018"><td
class="memSeparator" colspan="2"> </td></tr>
+<tr class="memitem:a71f407786355a4226ff44a94b6c80589"><td class="memItemLeft"
align="right" valign="top">text </td><td class="memItemRight"
valign="bottom"><a class="el"
href="arima_8sql__in.html#a71f407786355a4226ff44a94b6c80589">arima_train</a>
()</td></tr>
+<tr class="separator:a71f407786355a4226ff44a94b6c80589"><td
class="memSeparator" colspan="2"> </td></tr>
+<tr class="memitem:ada9e8962693411ec919953bad1ef6007"><td class="memItemLeft"
align="right" valign="top">text </td><td class="memItemRight"
valign="bottom"><a class="el"
href="arima_8sql__in.html#ada9e8962693411ec919953bad1ef6007">arima_forecast</a>
(text message)</td></tr>
+<tr class="separator:ada9e8962693411ec919953bad1ef6007"><td
class="memSeparator" colspan="2"> </td></tr>
+<tr class="memitem:a08645edc97c591bce174964ac309a3a0"><td class="memItemLeft"
align="right" valign="top">text </td><td class="memItemRight"
valign="bottom"><a class="el"
href="arima_8sql__in.html#a08645edc97c591bce174964ac309a3a0">arima_forecast</a>
()</td></tr>
+<tr class="separator:a08645edc97c591bce174964ac309a3a0"><td
class="memSeparator" colspan="2"> </td></tr>
+<tr class="memitem:a6955c191d95e1531655cea4617caf12c"><td class="memItemLeft"
align="right" valign="top">float8 [] </td><td class="memItemRight"
valign="bottom"><a class="el"
href="arima_8sql__in.html#a6955c191d95e1531655cea4617caf12c">__arima_residual</a>
(integer distid, float8[] tvals, integer p, integer d, integer q, float8[]
phi, float8[] theta, float8 <a class="el"
href="svec__util_8sql__in.html#a546b947319c9f48237120a31929bdfd9">mean</a>,
float8[] prez)</td></tr>
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class="memSeparator" colspan="2"> </td></tr>
+<tr class="memitem:ab686e554403a61a5404d83e692735ada"><td class="memItemLeft"
align="right" valign="top">float8 [] </td><td class="memItemRight"
valign="bottom"><a class="el"
href="arima_8sql__in.html#ab686e554403a61a5404d83e692735ada">__arima_diff</a>
(float8[] tvals, integer d)</td></tr>
+<tr class="separator:ab686e554403a61a5404d83e692735ada"><td
class="memSeparator" colspan="2"> </td></tr>
+<tr class="memitem:af6f5621d79045e8270e6785ed0d98ce3"><td class="memItemLeft"
align="right" valign="top">float8 [] </td><td class="memItemRight"
valign="bottom"><a class="el"
href="arima_8sql__in.html#af6f5621d79045e8270e6785ed0d98ce3">__arima_adjust</a>
(integer distid, float8[] curr_tvals, float8[] prev_tvals, integer p)</td></tr>
+<tr class="separator:af6f5621d79045e8270e6785ed0d98ce3"><td
class="memSeparator" colspan="2"> </td></tr>
+<tr class="memitem:a6a728067ea53fcb8fcbf66bbe296a783"><td class="memItemLeft"
align="right" valign="top">float8 [] </td><td class="memItemRight"
valign="bottom"><a class="el"
href="arima_8sql__in.html#a6a728067ea53fcb8fcbf66bbe296a783">__arima_lm_delta</a>
(float8[] jj, float8[] jz, float8 u)</td></tr>
+<tr class="separator:a6a728067ea53fcb8fcbf66bbe296a783"><td
class="memSeparator" colspan="2"> </td></tr>
+<tr class="memitem:aadd3c7627043810a7e650e80b7fafd52"><td class="memItemLeft"
align="right" valign="top">__arima_lm_result </td><td class="memItemRight"
valign="bottom"><a class="el"
href="arima_8sql__in.html#aadd3c7627043810a7e650e80b7fafd52">__arima_lm</a>
(integer distid, float8[] tvals, integer p, integer q, float8[] phi, float8[]
theta, float8 <a class="el"
href="svec__util_8sql__in.html#a546b947319c9f48237120a31929bdfd9">mean</a>,
float8[] prez, float8[] prej)</td></tr>
+<tr class="separator:aadd3c7627043810a7e650e80b7fafd52"><td
class="memSeparator" colspan="2"> </td></tr>
+<tr class="memitem:aa919ba0d4fe79c3b55ee60b7ad17c7de"><td class="memItemLeft"
align="right" valign="top">float8 [] </td><td class="memItemRight"
valign="bottom"><a class="el"
href="arima_8sql__in.html#aa919ba0d4fe79c3b55ee60b7ad17c7de">__arima_lm_result_sfunc</a>
(float8[] state_data, float8[] jj, float8[] jz, float8 z2)</td></tr>
+<tr class="separator:aa919ba0d4fe79c3b55ee60b7ad17c7de"><td
class="memSeparator" colspan="2"> </td></tr>
+<tr class="memitem:a76b2c9d653383c81acde8383bb29aa97"><td class="memItemLeft"
align="right" valign="top">float8 [] </td><td class="memItemRight"
valign="bottom"><a class="el"
href="arima_8sql__in.html#a76b2c9d653383c81acde8383bb29aa97">__arima_lm_result_pfunc</a>
(float8[] state1, float8[] state2)</td></tr>
+<tr class="separator:a76b2c9d653383c81acde8383bb29aa97"><td
class="memSeparator" colspan="2"> </td></tr>
+<tr class="memitem:afd8e1b6c57007a47ba64b22718d4e26f"><td class="memItemLeft"
align="right" valign="top">__arima_lm_sum_result </td><td
class="memItemRight" valign="bottom"><a class="el"
href="arima_8sql__in.html#afd8e1b6c57007a47ba64b22718d4e26f">__arima_lm_result_ffunc</a>
(float8[] state_data)</td></tr>
+<tr class="separator:afd8e1b6c57007a47ba64b22718d4e26f"><td
class="memSeparator" colspan="2"> </td></tr>
+<tr class="memitem:addf886fb09f74d10dfd1875c641d814b"><td class="memItemLeft"
align="right" valign="top">aggregate __arima_lm_sum_result </td><td
class="memItemRight" valign="bottom"><a class="el"
href="arima_8sql__in.html#addf886fb09f74d10dfd1875c641d814b">__arima_lm_result_agg</a>
(float8[], float8[], float8)</td></tr>
+<tr class="separator:addf886fb09f74d10dfd1875c641d814b"><td
class="memSeparator" colspan="2"> </td></tr>
+<tr class="memitem:a884a57ef18bd9e1a1b4137269786bf19"><td class="memItemLeft"
align="right" valign="top">float8 [] </td><td class="memItemRight"
valign="bottom"><a class="el"
href="arima_8sql__in.html#a884a57ef18bd9e1a1b4137269786bf19">__arima_lm_stat_sfunc</a>
(float8[] state_data, integer distid, float8[] tvals, integer p, integer q,
float8[] phi, float8[] theta, float8 <a class="el"
href="svec__util_8sql__in.html#a546b947319c9f48237120a31929bdfd9">mean</a>,
float8 delta)</td></tr>
+<tr class="separator:a884a57ef18bd9e1a1b4137269786bf19"><td
class="memSeparator" colspan="2"> </td></tr>
+<tr class="memitem:abb44a6b3bf206e966a9746dde942ddc3"><td class="memItemLeft"
align="right" valign="top">__arima_lm_stat_result </td><td
class="memItemRight" valign="bottom"><a class="el"
href="arima_8sql__in.html#abb44a6b3bf206e966a9746dde942ddc3">__arima_lm_stat_ffunc</a>
(float8[] state_data)</td></tr>
+<tr class="separator:abb44a6b3bf206e966a9746dde942ddc3"><td
class="memSeparator" colspan="2"> </td></tr>
+<tr class="memitem:ae9b8675db85344ac26484f8c125f57b6"><td class="memItemLeft"
align="right" valign="top">aggregate __arima_lm_stat_result </td><td
class="memItemRight" valign="bottom"><a class="el"
href="arima_8sql__in.html#ae9b8675db85344ac26484f8c125f57b6">__arima_lm_stat_agg</a>
(integer, float8[], integer, integer, float8[], float8[], float8,
float8)</td></tr>
+<tr class="separator:ae9b8675db85344ac26484f8c125f57b6"><td
class="memSeparator" colspan="2"> </td></tr>
+</table>
+<a name="details" id="details"></a><h2 class="groupheader">Detailed
Description</h2>
+<div class="textblock"><dl class="section date"><dt>Date</dt><dd>August 2013
</dd></dl>
+</div><h2 class="groupheader">Function Documentation</h2>
+<a id="af6f5621d79045e8270e6785ed0d98ce3"></a>
+<h2 class="memtitle"><span class="permalink"><a
href="#af6f5621d79045e8270e6785ed0d98ce3">◆ </a></span>__arima_adjust()</h2>
+
+<div class="memitem">
+<div class="memproto">
+ <table class="memname">
+ <tr>
+ <td class="memname">float8 [] __arima_adjust </td>
+ <td>(</td>
+ <td class="paramtype">integer </td>
+ <td class="paramname"><em>distid</em>, </td>
+ </tr>
+ <tr>
+ <td class="paramkey"></td>
+ <td></td>
+ <td class="paramtype">float8 [] </td>
+ <td class="paramname"><em>curr_tvals</em>, </td>
+ </tr>
+ <tr>
+ <td class="paramkey"></td>
+ <td></td>
+ <td class="paramtype">float8 [] </td>
+ <td class="paramname"><em>prev_tvals</em>, </td>
+ </tr>
+ <tr>
+ <td class="paramkey"></td>
+ <td></td>
+ <td class="paramtype">integer </td>
+ <td class="paramname"><em>p</em> </td>
+ </tr>
+ <tr>
+ <td></td>
+ <td>)</td>
+ <td></td><td></td>
+ </tr>
+ </table>
+</div><div class="memdoc">
+
+</div>
+</div>
+<a id="ab686e554403a61a5404d83e692735ada"></a>
+<h2 class="memtitle"><span class="permalink"><a
href="#ab686e554403a61a5404d83e692735ada">◆ </a></span>__arima_diff()</h2>
+
+<div class="memitem">
+<div class="memproto">
+ <table class="memname">
+ <tr>
+ <td class="memname">float8 [] __arima_diff </td>
+ <td>(</td>
+ <td class="paramtype">float8 [] </td>
+ <td class="paramname"><em>tvals</em>, </td>
+ </tr>
+ <tr>
+ <td class="paramkey"></td>
+ <td></td>
+ <td class="paramtype">integer </td>
+ <td class="paramname"><em>d</em> </td>
+ </tr>
+ <tr>
+ <td></td>
+ <td>)</td>
+ <td></td><td></td>
+ </tr>
+ </table>
+</div><div class="memdoc">
+
+</div>
+</div>
+<a id="aadd3c7627043810a7e650e80b7fafd52"></a>
+<h2 class="memtitle"><span class="permalink"><a
href="#aadd3c7627043810a7e650e80b7fafd52">◆ </a></span>__arima_lm()</h2>
+
+<div class="memitem">
+<div class="memproto">
+ <table class="memname">
+ <tr>
+ <td class="memname">__arima_lm_result __arima_lm </td>
+ <td>(</td>
+ <td class="paramtype">integer </td>
+ <td class="paramname"><em>distid</em>, </td>
+ </tr>
+ <tr>
+ <td class="paramkey"></td>
+ <td></td>
+ <td class="paramtype">float8 [] </td>
+ <td class="paramname"><em>tvals</em>, </td>
+ </tr>
+ <tr>
+ <td class="paramkey"></td>
+ <td></td>
+ <td class="paramtype">integer </td>
+ <td class="paramname"><em>p</em>, </td>
+ </tr>
+ <tr>
+ <td class="paramkey"></td>
+ <td></td>
+ <td class="paramtype">integer </td>
+ <td class="paramname"><em>q</em>, </td>
+ </tr>
+ <tr>
+ <td class="paramkey"></td>
+ <td></td>
+ <td class="paramtype">float8 [] </td>
+ <td class="paramname"><em>phi</em>, </td>
+ </tr>
+ <tr>
+ <td class="paramkey"></td>
+ <td></td>
+ <td class="paramtype">float8 [] </td>
+ <td class="paramname"><em>theta</em>, </td>
+ </tr>
+ <tr>
+ <td class="paramkey"></td>
+ <td></td>
+ <td class="paramtype">float8 </td>
+ <td class="paramname"><em>mean</em>, </td>
+ </tr>
+ <tr>
+ <td class="paramkey"></td>
+ <td></td>
+ <td class="paramtype">float8 [] </td>
+ <td class="paramname"><em>prez</em>, </td>
+ </tr>
+ <tr>
+ <td class="paramkey"></td>
+ <td></td>
+ <td class="paramtype">float8 [] </td>
+ <td class="paramname"><em>prej</em> </td>
+ </tr>
+ <tr>
+ <td></td>
+ <td>)</td>
+ <td></td><td></td>
+ </tr>
+ </table>
+</div><div class="memdoc">
+
+</div>
+</div>
+<a id="a6a728067ea53fcb8fcbf66bbe296a783"></a>
+<h2 class="memtitle"><span class="permalink"><a
href="#a6a728067ea53fcb8fcbf66bbe296a783">◆ </a></span>__arima_lm_delta()</h2>
+
+<div class="memitem">
+<div class="memproto">
+ <table class="memname">
+ <tr>
+ <td class="memname">float8 [] __arima_lm_delta </td>
+ <td>(</td>
+ <td class="paramtype">float8 [] </td>
+ <td class="paramname"><em>jj</em>, </td>
+ </tr>
+ <tr>
+ <td class="paramkey"></td>
+ <td></td>
+ <td class="paramtype">float8 [] </td>
+ <td class="paramname"><em>jz</em>, </td>
+ </tr>
+ <tr>
+ <td class="paramkey"></td>
+ <td></td>
+ <td class="paramtype">float8 </td>
+ <td class="paramname"><em>u</em> </td>
+ </tr>
+ <tr>
+ <td></td>
+ <td>)</td>
+ <td></td><td></td>
+ </tr>
+ </table>
+</div><div class="memdoc">
+
+</div>
+</div>
+<a id="addf886fb09f74d10dfd1875c641d814b"></a>
+<h2 class="memtitle"><span class="permalink"><a
href="#addf886fb09f74d10dfd1875c641d814b">◆ </a></span>__arima_lm_result_agg()</h2>
+
+<div class="memitem">
+<div class="memproto">
+ <table class="memname">
+ <tr>
+ <td class="memname">aggregate __arima_lm_sum_result
__arima_lm_result_agg </td>
+ <td>(</td>
+ <td class="paramtype">float8 </td>
+ <td class="paramname">[], </td>
+ </tr>
+ <tr>
+ <td class="paramkey"></td>
+ <td></td>
+ <td class="paramtype">float8 </td>
+ <td class="paramname">[], </td>
+ </tr>
+ <tr>
+ <td class="paramkey"></td>
+ <td></td>
+ <td class="paramtype">float8 </td>
+ <td class="paramname"> </td>
+ </tr>
+ <tr>
+ <td></td>
+ <td>)</td>
+ <td></td><td></td>
+ </tr>
+ </table>
+</div><div class="memdoc">
+
+</div>
+</div>
+<a id="afd8e1b6c57007a47ba64b22718d4e26f"></a>
+<h2 class="memtitle"><span class="permalink"><a
href="#afd8e1b6c57007a47ba64b22718d4e26f">◆ </a></span>__arima_lm_result_ffunc()</h2>
+
+<div class="memitem">
+<div class="memproto">
+ <table class="memname">
+ <tr>
+ <td class="memname">__arima_lm_sum_result __arima_lm_result_ffunc
</td>
+ <td>(</td>
+ <td class="paramtype">float8 [] </td>
+ <td class="paramname"><em>state_data</em></td><td>)</td>
+ <td></td>
+ </tr>
+ </table>
+</div><div class="memdoc">
+
+</div>
+</div>
+<a id="a76b2c9d653383c81acde8383bb29aa97"></a>
+<h2 class="memtitle"><span class="permalink"><a
href="#a76b2c9d653383c81acde8383bb29aa97">◆ </a></span>__arima_lm_result_pfunc()</h2>
+
+<div class="memitem">
+<div class="memproto">
+ <table class="memname">
+ <tr>
+ <td class="memname">float8 [] __arima_lm_result_pfunc </td>
+ <td>(</td>
+ <td class="paramtype">float8 [] </td>
+ <td class="paramname"><em>state1</em>, </td>
+ </tr>
+ <tr>
+ <td class="paramkey"></td>
+ <td></td>
+ <td class="paramtype">float8 [] </td>
+ <td class="paramname"><em>state2</em> </td>
+ </tr>
+ <tr>
+ <td></td>
+ <td>)</td>
+ <td></td><td></td>
+ </tr>
+ </table>
+</div><div class="memdoc">
+
+</div>
+</div>
+<a id="aa919ba0d4fe79c3b55ee60b7ad17c7de"></a>
+<h2 class="memtitle"><span class="permalink"><a
href="#aa919ba0d4fe79c3b55ee60b7ad17c7de">◆ </a></span>__arima_lm_result_sfunc()</h2>
+
+<div class="memitem">
+<div class="memproto">
+ <table class="memname">
+ <tr>
+ <td class="memname">float8 [] __arima_lm_result_sfunc </td>
+ <td>(</td>
+ <td class="paramtype">float8 [] </td>
+ <td class="paramname"><em>state_data</em>, </td>
+ </tr>
+ <tr>
+ <td class="paramkey"></td>
+ <td></td>
+ <td class="paramtype">float8 [] </td>
+ <td class="paramname"><em>jj</em>, </td>
+ </tr>
+ <tr>
+ <td class="paramkey"></td>
+ <td></td>
+ <td class="paramtype">float8 [] </td>
+ <td class="paramname"><em>jz</em>, </td>
+ </tr>
+ <tr>
+ <td class="paramkey"></td>
+ <td></td>
+ <td class="paramtype">float8 </td>
+ <td class="paramname"><em>z2</em> </td>
+ </tr>
+ <tr>
+ <td></td>
+ <td>)</td>
+ <td></td><td></td>
+ </tr>
+ </table>
+</div><div class="memdoc">
+
+</div>
+</div>
+<a id="ae9b8675db85344ac26484f8c125f57b6"></a>
+<h2 class="memtitle"><span class="permalink"><a
href="#ae9b8675db85344ac26484f8c125f57b6">◆ </a></span>__arima_lm_stat_agg()</h2>
+
+<div class="memitem">
+<div class="memproto">
+ <table class="memname">
+ <tr>
+ <td class="memname">aggregate __arima_lm_stat_result
__arima_lm_stat_agg </td>
+ <td>(</td>
+ <td class="paramtype">integer </td>
+ <td class="paramname">, </td>
+ </tr>
+ <tr>
+ <td class="paramkey"></td>
+ <td></td>
+ <td class="paramtype">float8 </td>
+ <td class="paramname">[], </td>
+ </tr>
+ <tr>
+ <td class="paramkey"></td>
+ <td></td>
+ <td class="paramtype">integer </td>
+ <td class="paramname">, </td>
+ </tr>
+ <tr>
+ <td class="paramkey"></td>
+ <td></td>
+ <td class="paramtype">integer </td>
+ <td class="paramname">, </td>
+ </tr>
+ <tr>
+ <td class="paramkey"></td>
+ <td></td>
+ <td class="paramtype">float8 </td>
+ <td class="paramname">[], </td>
+ </tr>
+ <tr>
+ <td class="paramkey"></td>
+ <td></td>
+ <td class="paramtype">float8 </td>
+ <td class="paramname">[], </td>
+ </tr>
+ <tr>
+ <td class="paramkey"></td>
+ <td></td>
+ <td class="paramtype">float8 </td>
+ <td class="paramname">, </td>
+ </tr>
+ <tr>
+ <td class="paramkey"></td>
+ <td></td>
+ <td class="paramtype">float8 </td>
+ <td class="paramname"> </td>
+ </tr>
+ <tr>
+ <td></td>
+ <td>)</td>
+ <td></td><td></td>
+ </tr>
+ </table>
+</div><div class="memdoc">
+
+</div>
+</div>
+<a id="abb44a6b3bf206e966a9746dde942ddc3"></a>
+<h2 class="memtitle"><span class="permalink"><a
href="#abb44a6b3bf206e966a9746dde942ddc3">◆ </a></span>__arima_lm_stat_ffunc()</h2>
+
+<div class="memitem">
+<div class="memproto">
+ <table class="memname">
+ <tr>
+ <td class="memname">__arima_lm_stat_result __arima_lm_stat_ffunc
</td>
+ <td>(</td>
+ <td class="paramtype">float8 [] </td>
+ <td class="paramname"><em>state_data</em></td><td>)</td>
+ <td></td>
+ </tr>
+ </table>
+</div><div class="memdoc">
+
+</div>
+</div>
+<a id="a884a57ef18bd9e1a1b4137269786bf19"></a>
+<h2 class="memtitle"><span class="permalink"><a
href="#a884a57ef18bd9e1a1b4137269786bf19">◆ </a></span>__arima_lm_stat_sfunc()</h2>
+
+<div class="memitem">
+<div class="memproto">
+ <table class="memname">
+ <tr>
+ <td class="memname">float8 [] __arima_lm_stat_sfunc </td>
+ <td>(</td>
+ <td class="paramtype">float8 [] </td>
+ <td class="paramname"><em>state_data</em>, </td>
+ </tr>
+ <tr>
+ <td class="paramkey"></td>
+ <td></td>
+ <td class="paramtype">integer </td>
+ <td class="paramname"><em>distid</em>, </td>
+ </tr>
+ <tr>
+ <td class="paramkey"></td>
+ <td></td>
+ <td class="paramtype">float8 [] </td>
+ <td class="paramname"><em>tvals</em>, </td>
+ </tr>
+ <tr>
+ <td class="paramkey"></td>
+ <td></td>
+ <td class="paramtype">integer </td>
+ <td class="paramname"><em>p</em>, </td>
+ </tr>
+ <tr>
+ <td class="paramkey"></td>
+ <td></td>
+ <td class="paramtype">integer </td>
+ <td class="paramname"><em>q</em>, </td>
+ </tr>
+ <tr>
+ <td class="paramkey"></td>
+ <td></td>
+ <td class="paramtype">float8 [] </td>
+ <td class="paramname"><em>phi</em>, </td>
+ </tr>
+ <tr>
+ <td class="paramkey"></td>
+ <td></td>
+ <td class="paramtype">float8 [] </td>
+ <td class="paramname"><em>theta</em>, </td>
+ </tr>
+ <tr>
+ <td class="paramkey"></td>
+ <td></td>
+ <td class="paramtype">float8 </td>
+ <td class="paramname"><em>mean</em>, </td>
+ </tr>
+ <tr>
+ <td class="paramkey"></td>
+ <td></td>
+ <td class="paramtype">float8 </td>
+ <td class="paramname"><em>delta</em> </td>
+ </tr>
+ <tr>
+ <td></td>
+ <td>)</td>
+ <td></td><td></td>
+ </tr>
+ </table>
+</div><div class="memdoc">
+
+</div>
+</div>
+<a id="a6955c191d95e1531655cea4617caf12c"></a>
+<h2 class="memtitle"><span class="permalink"><a
href="#a6955c191d95e1531655cea4617caf12c">◆ </a></span>__arima_residual()</h2>
+
+<div class="memitem">
+<div class="memproto">
+ <table class="memname">
+ <tr>
+ <td class="memname">float8 [] __arima_residual </td>
+ <td>(</td>
+ <td class="paramtype">integer </td>
+ <td class="paramname"><em>distid</em>, </td>
+ </tr>
+ <tr>
+ <td class="paramkey"></td>
+ <td></td>
+ <td class="paramtype">float8 [] </td>
+ <td class="paramname"><em>tvals</em>, </td>
+ </tr>
+ <tr>
+ <td class="paramkey"></td>
+ <td></td>
+ <td class="paramtype">integer </td>
+ <td class="paramname"><em>p</em>, </td>
+ </tr>
+ <tr>
+ <td class="paramkey"></td>
+ <td></td>
+ <td class="paramtype">integer </td>
+ <td class="paramname"><em>d</em>, </td>
+ </tr>
+ <tr>
+ <td class="paramkey"></td>
+ <td></td>
+ <td class="paramtype">integer </td>
+ <td class="paramname"><em>q</em>, </td>
+ </tr>
+ <tr>
+ <td class="paramkey"></td>
+ <td></td>
+ <td class="paramtype">float8 [] </td>
+ <td class="paramname"><em>phi</em>, </td>
+ </tr>
+ <tr>
+ <td class="paramkey"></td>
+ <td></td>
+ <td class="paramtype">float8 [] </td>
+ <td class="paramname"><em>theta</em>, </td>
+ </tr>
+ <tr>
+ <td class="paramkey"></td>
+ <td></td>
+ <td class="paramtype">float8 </td>
+ <td class="paramname"><em>mean</em>, </td>
+ </tr>
+ <tr>
+ <td class="paramkey"></td>
+ <td></td>
+ <td class="paramtype">float8 [] </td>
+ <td class="paramname"><em>prez</em> </td>
+ </tr>
+ <tr>
+ <td></td>
+ <td>)</td>
+ <td></td><td></td>
+ </tr>
+ </table>
+</div><div class="memdoc">
+
+</div>
+</div>
+<a id="a52416f13110c15b6b7fe8736a4eb0202"></a>
+<h2 class="memtitle"><span class="permalink"><a
href="#a52416f13110c15b6b7fe8736a4eb0202">◆ </a></span>arima_forecast()
<span class="overload">[1/3]</span></h2>
+
+<div class="memitem">
+<div class="memproto">
+ <table class="memname">
+ <tr>
+ <td class="memname">void arima_forecast </td>
+ <td>(</td>
+ <td class="paramtype">text </td>
+ <td class="paramname"><em>model_table</em>, </td>
+ </tr>
+ <tr>
+ <td class="paramkey"></td>
+ <td></td>
+ <td class="paramtype">text </td>
+ <td class="paramname"><em>output_table</em>, </td>
+ </tr>
+ <tr>
+ <td class="paramkey"></td>
+ <td></td>
+ <td class="paramtype">integer </td>
+ <td class="paramname"><em>steps_ahead</em> </td>
+ </tr>
+ <tr>
+ <td></td>
+ <td>)</td>
+ <td></td><td></td>
+ </tr>
+ </table>
+</div><div class="memdoc">
+
+</div>
+</div>
+<a id="ada9e8962693411ec919953bad1ef6007"></a>
+<h2 class="memtitle"><span class="permalink"><a
href="#ada9e8962693411ec919953bad1ef6007">◆ </a></span>arima_forecast()
<span class="overload">[2/3]</span></h2>
+
+<div class="memitem">
+<div class="memproto">
+ <table class="memname">
+ <tr>
+ <td class="memname">text arima_forecast </td>
+ <td>(</td>
+ <td class="paramtype">text </td>
+ <td class="paramname"><em>message</em></td><td>)</td>
+ <td></td>
+ </tr>
+ </table>
+</div><div class="memdoc">
+
+</div>
+</div>
+<a id="a08645edc97c591bce174964ac309a3a0"></a>
+<h2 class="memtitle"><span class="permalink"><a
href="#a08645edc97c591bce174964ac309a3a0">◆ </a></span>arima_forecast()
<span class="overload">[3/3]</span></h2>
+
+<div class="memitem">
+<div class="memproto">
+ <table class="memname">
+ <tr>
+ <td class="memname">text arima_forecast </td>
+ <td>(</td>
+ <td class="paramname"></td><td>)</td>
+ <td></td>
+ </tr>
+ </table>
+</div><div class="memdoc">
+
+</div>
+</div>
+<a id="a9af899e0260745b75b1872159fea1281"></a>
+<h2 class="memtitle"><span class="permalink"><a
href="#a9af899e0260745b75b1872159fea1281">◆ </a></span>arima_train()
<span class="overload">[1/7]</span></h2>
+
+<div class="memitem">
+<div class="memproto">
+ <table class="memname">
+ <tr>
+ <td class="memname">void arima_train </td>
+ <td>(</td>
+ <td class="paramtype">text </td>
+ <td class="paramname"><em>input_table</em>, </td>
+ </tr>
+ <tr>
+ <td class="paramkey"></td>
+ <td></td>
+ <td class="paramtype">text </td>
+ <td class="paramname"><em>output_table</em>, </td>
+ </tr>
+ <tr>
+ <td class="paramkey"></td>
+ <td></td>
+ <td class="paramtype">text </td>
+ <td class="paramname"><em>timestamp_column</em>, </td>
+ </tr>
+ <tr>
+ <td class="paramkey"></td>
+ <td></td>
+ <td class="paramtype">text </td>
+ <td class="paramname"><em>timeseries_column</em>, </td>
+ </tr>
+ <tr>
+ <td class="paramkey"></td>
+ <td></td>
+ <td class="paramtype">text </td>
+ <td class="paramname"><em>grouping_columns</em>, </td>
+ </tr>
+ <tr>
+ <td class="paramkey"></td>
+ <td></td>
+ <td class="paramtype">boolean </td>
+ <td class="paramname"><em>include_mean</em>, </td>
+ </tr>
+ <tr>
+ <td class="paramkey"></td>
+ <td></td>
+ <td class="paramtype">integer [] </td>
+ <td class="paramname"><em>non_seasonal_orders</em>, </td>
+ </tr>
+ <tr>
+ <td class="paramkey"></td>
+ <td></td>
+ <td class="paramtype">text </td>
+ <td class="paramname"><em>optimizer_params</em> </td>
+ </tr>
+ <tr>
+ <td></td>
+ <td>)</td>
+ <td></td><td></td>
+ </tr>
+ </table>
+</div><div class="memdoc">
+
+</div>
+</div>
+<a id="ac5b071de3f011a05b877afd6a415f993"></a>
+<h2 class="memtitle"><span class="permalink"><a
href="#ac5b071de3f011a05b877afd6a415f993">◆ </a></span>arima_train()
<span class="overload">[2/7]</span></h2>
+
+<div class="memitem">
+<div class="memproto">
+ <table class="memname">
+ <tr>
+ <td class="memname">void arima_train </td>
+ <td>(</td>
+ <td class="paramtype">text </td>
+ <td class="paramname"><em>input_table</em>, </td>
+ </tr>
+ <tr>
+ <td class="paramkey"></td>
+ <td></td>
+ <td class="paramtype">text </td>
+ <td class="paramname"><em>output_table</em>, </td>
+ </tr>
+ <tr>
+ <td class="paramkey"></td>
+ <td></td>
+ <td class="paramtype">text </td>
+ <td class="paramname"><em>timestamp_column</em>, </td>
+ </tr>
+ <tr>
+ <td class="paramkey"></td>
+ <td></td>
+ <td class="paramtype">text </td>
+ <td class="paramname"><em>timeseries_column</em>, </td>
+ </tr>
+ <tr>
+ <td class="paramkey"></td>
+ <td></td>
+ <td class="paramtype">text </td>
+ <td class="paramname"><em>grouping_columns</em>, </td>
+ </tr>
+ <tr>
+ <td class="paramkey"></td>
+ <td></td>
+ <td class="paramtype">boolean </td>
+ <td class="paramname"><em>include_mean</em>, </td>
+ </tr>
+ <tr>
+ <td class="paramkey"></td>
+ <td></td>
+ <td class="paramtype">integer [] </td>
+ <td class="paramname"><em>non_seasonal_orders</em> </td>
+ </tr>
+ <tr>
+ <td></td>
+ <td>)</td>
+ <td></td><td></td>
+ </tr>
+ </table>
+</div><div class="memdoc">
+
+</div>
+</div>
+<a id="ac4d148eefd1d5fbf4e613d5f10df4930"></a>
+<h2 class="memtitle"><span class="permalink"><a
href="#ac4d148eefd1d5fbf4e613d5f10df4930">◆ </a></span>arima_train()
<span class="overload">[3/7]</span></h2>
+
+<div class="memitem">
+<div class="memproto">
+ <table class="memname">
+ <tr>
+ <td class="memname">void arima_train </td>
+ <td>(</td>
+ <td class="paramtype">text </td>
+ <td class="paramname"><em>input_table</em>, </td>
+ </tr>
+ <tr>
+ <td class="paramkey"></td>
+ <td></td>
+ <td class="paramtype">text </td>
+ <td class="paramname"><em>output_table</em>, </td>
+ </tr>
+ <tr>
+ <td class="paramkey"></td>
+ <td></td>
+ <td class="paramtype">text </td>
+ <td class="paramname"><em>timestamp_column</em>, </td>
+ </tr>
+ <tr>
+ <td class="paramkey"></td>
+ <td></td>
+ <td class="paramtype">text </td>
+ <td class="paramname"><em>timeseries_column</em>, </td>
+ </tr>
+ <tr>
+ <td class="paramkey"></td>
+ <td></td>
+ <td class="paramtype">text </td>
+ <td class="paramname"><em>grouping_columns</em>, </td>
+ </tr>
+ <tr>
+ <td class="paramkey"></td>
+ <td></td>
+ <td class="paramtype">boolean </td>
+ <td class="paramname"><em>include_mean</em> </td>
+ </tr>
+ <tr>
+ <td></td>
+ <td>)</td>
+ <td></td><td></td>
+ </tr>
+ </table>
+</div><div class="memdoc">
+
+</div>
+</div>
+<a id="a47977919832510a148d237b11688aee6"></a>
+<h2 class="memtitle"><span class="permalink"><a
href="#a47977919832510a148d237b11688aee6">◆ </a></span>arima_train()
<span class="overload">[4/7]</span></h2>
+
+<div class="memitem">
+<div class="memproto">
+ <table class="memname">
+ <tr>
+ <td class="memname">void arima_train </td>
+ <td>(</td>
+ <td class="paramtype">text </td>
+ <td class="paramname"><em>input_table</em>, </td>
+ </tr>
+ <tr>
+ <td class="paramkey"></td>
+ <td></td>
+ <td class="paramtype">text </td>
+ <td class="paramname"><em>output_table</em>, </td>
+ </tr>
+ <tr>
+ <td class="paramkey"></td>
+ <td></td>
+ <td class="paramtype">text </td>
+ <td class="paramname"><em>timestamp_column</em>, </td>
+ </tr>
+ <tr>
+ <td class="paramkey"></td>
+ <td></td>
+ <td class="paramtype">text </td>
+ <td class="paramname"><em>timeseries_column</em>, </td>
+ </tr>
+ <tr>
+ <td class="paramkey"></td>
+ <td></td>
+ <td class="paramtype">text </td>
+ <td class="paramname"><em>grouping_columns</em> </td>
+ </tr>
+ <tr>
+ <td></td>
+ <td>)</td>
+ <td></td><td></td>
+ </tr>
+ </table>
+</div><div class="memdoc">
+
+</div>
+</div>
+<a id="a1842458490b5b3a3a80d9663792c5e48"></a>
+<h2 class="memtitle"><span class="permalink"><a
href="#a1842458490b5b3a3a80d9663792c5e48">◆ </a></span>arima_train()
<span class="overload">[5/7]</span></h2>
+
+<div class="memitem">
+<div class="memproto">
+ <table class="memname">
+ <tr>
+ <td class="memname">void arima_train </td>
+ <td>(</td>
+ <td class="paramtype">text </td>
+ <td class="paramname"><em>input_table</em>, </td>
+ </tr>
+ <tr>
+ <td class="paramkey"></td>
+ <td></td>
+ <td class="paramtype">text </td>
+ <td class="paramname"><em>output_table</em>, </td>
+ </tr>
+ <tr>
+ <td class="paramkey"></td>
+ <td></td>
+ <td class="paramtype">text </td>
+ <td class="paramname"><em>timestamp_column</em>, </td>
+ </tr>
+ <tr>
+ <td class="paramkey"></td>
+ <td></td>
+ <td class="paramtype">text </td>
+ <td class="paramname"><em>timeseries_column</em> </td>
+ </tr>
+ <tr>
+ <td></td>
+ <td>)</td>
+ <td></td><td></td>
+ </tr>
+ </table>
+</div><div class="memdoc">
+
+</div>
+</div>
+<a id="a97025971eb41b5480e279e8b56d5c018"></a>
+<h2 class="memtitle"><span class="permalink"><a
href="#a97025971eb41b5480e279e8b56d5c018">◆ </a></span>arima_train()
<span class="overload">[6/7]</span></h2>
+
+<div class="memitem">
+<div class="memproto">
+ <table class="memname">
+ <tr>
+ <td class="memname">text arima_train </td>
+ <td>(</td>
+ <td class="paramtype">text </td>
+ <td class="paramname"><em>message</em></td><td>)</td>
+ <td></td>
+ </tr>
+ </table>
+</div><div class="memdoc">
+
+</div>
+</div>
+<a id="a71f407786355a4226ff44a94b6c80589"></a>
+<h2 class="memtitle"><span class="permalink"><a
href="#a71f407786355a4226ff44a94b6c80589">◆ </a></span>arima_train()
<span class="overload">[7/7]</span></h2>
+
+<div class="memitem">
+<div class="memproto">
+ <table class="memname">
+ <tr>
+ <td class="memname">text arima_train </td>
+ <td>(</td>
+ <td class="paramname"></td><td>)</td>
+ <td></td>
+ </tr>
+ </table>
+</div><div class="memdoc">
+
+</div>
+</div>
+</div><!-- contents -->
+</div><!-- doc-content -->
+<!-- start footer part -->
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+ <li class="footer">Generated on Tue May 16 2017 13:24:38 for MADlib by
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