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vivekmaurya001 opened this issue May 7, 2025 · 1 comment
Open

[RFC]: adding new statistical distributions ( tracking issue ) #6951

vivekmaurya001 opened this issue May 7, 2025 · 1 comment

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@vivekmaurya001
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vivekmaurya001 commented May 7, 2025 •
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Description

This RFC proposes adding new distributions in stdlib which expands the collection of continuous , discrete, and multivariate distributions.
This will be a tracking issue for new distributions which can be added

Distribution Checklist

Continuous Distributions

  • Anglit
  • Burr
  • Burr12
  • Crystalball
  • Dgamma
  • Exponorm
  • Exponweib
  • Loglaplace
  • Foldnorm
  • Genlogistic
  • Gennorm
  • Genpareto
  • GaussHyper
  • Gengamma
  • Gibrat
  • Lomax
  • Rdist
  • Halfcauchy
  • Half-logistic
  • Half-normal
  • Hypsecant
  • Inweibull
  • JohnsonSB
  • JohnsonSU
  • Powerlaw
  • Wrapcauchy
  • Moyal
  • Maxwell
  • Mielke
  • Nakagami
  • Laplace asymmetric
  • Powernorm
  • Truncexpo
  • Skewcauchy
  • Argus
  • Dweibull
  • Exponpow
  • Fatiguelife
  • Fisk
  • Foldcauchy
  • Powerlognorm
  • Pearson3
  • Rice
  • Vonmises
  • Tukeylambda
  • Recipinvgauss
  • Skewnorm
  • Genexpon
  • Gompertz
  • Halfgenorm
  • Invgauss
  • Loggamma
  • Wald
  • Trapezoid
  • Truncnorm
  • Semicircular
  • Dpareto
  • Genextreme
  • Genhyperbolic
  • Geninvgauss
  • Irwinhall
  • JF_skew_t
  • Kappa4
  • Kappa3
  • Ksone
  • Kstwo
  • Landau
  • NCX2
  • NCF
  • NCT
  • Relbretwinger

Discrete Distributions

  • Betabinom
  • Boltzman
  • Dlaplace
  • Geom
  • Loyser
  • Nbinom
  • Yulesimon
  • Zipf
  • Randint
  • Zipfian
  • Nchypergeomfisher
  • Nchypergeomwallnus
  • Nhypergeom
  • Poissonbinom
  • Skellam

Multivariate Distributions

  • Multivariate Hypergeometric
  • Normal Inverse Gamma
  • Random Table
  • Multivariate Normal
  • Matrix Normal
  • Dirichlet
  • Dirichlet Multinomial
  • Wishart
  • Inverse Wishart
  • Multinomial
  • Special Orthogroup
  • Orthogroup
  • Random Correlation

Related Issues

Related issues # , # , and # .

Questions

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Other

No.

Checklist

  • I have read and understood the Code of Conduct.
  • Searched for existing issues and pull requests.
  • The issue name begins with RFC:.
@0PrashantYadav0
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@kgryte Your thought on this ? Do we have to include or exclude any distributions ?

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@0PrashantYadav0 @vivekmaurya001