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Additional Functions for Statistical Distributions (PPF, SF) #986

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sebastian-mutz opened this issue Apr 22, 2025 · 0 comments
Open

Additional Functions for Statistical Distributions (PPF, SF) #986

sebastian-mutz opened this issue Apr 22, 2025 · 0 comments
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idea Proposition of an idea and opening an issue to discuss it topic: mathematics linear algebra, sparse matrices, special functions, FFT, random numbers, statistics, ... topic: statistics Statistical functions

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@sebastian-mutz
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Motivation

A Percent Point Function (or Quantile Function or Inverse CDF) for each covered distribution would be a valuable addition, since it's highly relevant for common statistical problems and tests. Furthermore, complementary to the CDF, a Survival Function (1-cdf(x)) would be useful for statistics and engineering. The latter could be implemented as a separate procedure or by letting CDF return 1-cdf(x), conditional on an optional argument passed to the CDF function.

Prior Art

This is an example of an f90 implementation of a normal percent point function.

Reference:
Michael Wichura,
Algorithm AS 241: The Percentage Points of the Normal Distribution,
Applied Statistics,
Volume 37, Number 3, 1988, pages 477-484.

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@sebastian-mutz sebastian-mutz added the idea Proposition of an idea and opening an issue to discuss it label Apr 22, 2025
@jalvesz jalvesz added topic: mathematics linear algebra, sparse matrices, special functions, FFT, random numbers, statistics, ... topic: statistics Statistical functions labels Apr 22, 2025
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Labels
idea Proposition of an idea and opening an issue to discuss it topic: mathematics linear algebra, sparse matrices, special functions, FFT, random numbers, statistics, ... topic: statistics Statistical functions
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