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Luc Maisonobe commented on MATH-1120: ------------------------------------- Yes, but the intermediate instances only copy references, so its only a few bytes. We use the same pattern elsewhere (currently only in a small part of optimization) and intend to use it further (for example in ODE). Having the instance themselves implement the withXxx allow the following use case: {code} Algo a = new Algo().withX().withY(); double result1 = a.doSomeHugeComputation(); Algo b = a.withZ(); double result2 = b.doSomeHugeComputation(); double delta = result2 - result1; // here, we have the differential effect of the withZ() setting {code} > Need Percentile computations that can be matched with standard spreadsheet > formula > ---------------------------------------------------------------------------------- > > Key: MATH-1120 > URL: https://issues.apache.org/jira/browse/MATH-1120 > Project: Commons Math > Issue Type: Improvement > Affects Versions: 3.2 > Reporter: Venkatesha Murthy TS > Labels: Percentile > Fix For: 4.0 > > Attachments: 18-jun-percentile-with-estimation-patch, > excel-percentile-patch, percentile-with-estimation-patch, r-output.txt > > Original Estimate: 504h > Remaining Estimate: 504h > > The current Percentile implementation assumes and hard-codes the quantile pth > position as > p * (N+1)/100 and provides a kth selected value. > However if we need to verify compare/contrast with standard statistical tools > such as say MS Excel; it would be good to provide an extensible way of > morphing this selection of position than hard code. > For example in order to generate the percentile closely matching with MS > Excel the position required may be [p*(N-1)/100]+1. > Please let me know if i could submit this as a patch. -- This message was sent by Atlassian JIRA (v6.2#6252)