benwtrent opened a new pull request #27:
URL: https://github.com/apache/commons-statistics/pull/27


   This commit adds a new function for all continuous
   distributions `survivalProbability`.
   
   While a naive implementation would simply be
   `1-cumulativeProbability`, that would result
   in loss of precision.
   
   For many of the current cont. dist. a higher
   precision survival probability is calculated
   
   For others, it is simply `1-cumulativeProbability`
   
   Many tests were added to verify the following:
   - the precision of cumulativeProbability
   - the precision of survivalProbability
   - That survivalProbabiliy is near 1-cumulative
   - That survival and cumulative probabilities are
     complementary
   
   Through this development, certain distributions
   were found lacking precision for their
   cumulativeProbabilities and were improved.
   
   Those were:
   
   - CauchyDistribution
   - ExponentialDistribution
   - LogNormalDistribution
   - PretoDistribution
   - WeibullDistribution
   
   Addresses Jira: STATISTICS-31


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