Package: ExtDist 0.7-2

ExtDist: Extending the Range of Functions for Probability Distributions

A consistent, unified and extensible framework for estimation of parameters for probability distributions, including parameter estimation procedures that allow for weighted samples; the current set of distributions included are: the standard beta, The four-parameter beta, Burr, gamma, Gumbel, Johnson SB and SU, Laplace, logistic, normal, symmetric truncated normal, truncated normal, symmetric-reflected truncated beta, standard symmetric-reflected truncated beta, triangular, uniform, and Weibull distributions; decision criteria and selections based on these decision criteria.

Authors:Haizhen Wu <[email protected]>, A. Jonathan R. Godfrey <[email protected]>, Kondaswamy Govindaraju <[email protected]>, Sarah Pirikahu <[email protected]>

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ExtDist.pdf |ExtDist.html✨
ExtDist/json (API)

Peer review:

Bug tracker:https://github.com/oleksii-nikolaienko/extdist/issues

On CRAN:

124 exports 1 stars 1.72 score 4 dependencies 3 dependents 1 mentions 52 scripts 520 downloads

Last updated 1 years agofrom:d5b4437bb1. Checks:OK: 7. Indexed: yes.

Exports:AICcbestDistBICcompareDistdBetadBeta_abdBurrdExpdGammadGumbelDistSelCriteriadJohnsonSBdJohnsonSB_abdJohnsonSUdLaplacedLogisticdNormaldNormal_sym_trunc_abdNormal_trunc_abdSRTB_abdSSRTBdTriangulardUniformdWeibulleBetaeBeta_abeBurreExpeGammaeGumbeleJohnsonSBeJohnsonSUeLaplaceeLogisticeNormaleNormal_sym_trunc_abeNormal_trunc_abeSRTB_abeSSRTBeTriangulareUniformeval.estimationeWeibulliBetaiExpiNormallBetalBeta_ablBurrlExplGammalGumbellJohnsonSBlJohnsonSUlLaplacelLogisticlNormallNormal_sym_trunc_ablNormal_trunc_ablSRTB_ablSSRTBlTriangularlUniformlWeibullMDLpBetapBeta_abpBurrpExppGammapGumbelpJohnsonSBpJohnsonSUpLaplacepLogisticpNormalpNormal_sym_trunc_abpNormal_trunc_abpSRTB_abpSSRTBpTriangularpUniformpWeibullqBetaqBeta_abqBurrqExpqGammaqGumbelqJohnsonSBqJohnsonSUqLaplaceqLogisticqNormalqNormal_sym_trunc_abqNormal_trunc_abqSRTB_abqSSRTBqTriangularqUniformqWeibullrBetarBeta_abrBurrrExprGammarGumbelrJohnsonSBrJohnsonSUrLaplacerLogisticrNormalrNormal_sym_trunc_abrNormal_trunc_abrSRTB_abrSSRTBrTriangularrUniformrWeibullsBetasBeta_absExpsNormalwmle

Dependencies:nloptrnumDerivoptimxpracma