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NEWS
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Summary of important user-visible changes for statistics 1.6.0:
-------------------------------------------------------------------
Important Notice: 1) dependency changed to Octave>=7.2.0
2) various distribution functions have been
renamed, deprecated, or modified extensively
so that backwards compatibility is broken
3) `mad`, `mean`, `median`, `std`, `var` functions
shadow core Octave's respective functions
4) incompatibility with the `nan` package
New functions:
==============
** betafit (fully Matlab compatible)
** betalike (fully Matlab compatible)
** binofit (fully Matlab compatible)
** binolike (similar functionality to MATLAB's negloglik)
** bisafit (similar functionality to MATLAB's mle)
** bisalike (similar functionality to MATLAB's negloglik and mlecov)
** burrfit (similar functionality to MATLAB's mle)
** burrlike (similar functionality to MATLAB's negloglik and mlecov)
** einstein (plotting function for the einstein tile)
** geofit (similar functionality to MATLAB's mle)
** gumbelcdf
** gumbelfit (similar functionality to MATLAB's mle)
** gumbelinv
** gumbellike (similar functionality to MATLAB's negloglik and mlecov)
** gumbelpdf
** gumbelrnd
** hncdf
** hnfit (similar functionality to MATLAB's mle)
** hninv
** hnlike (similar functionality to MATLAB's negloglik and mlecov)
** hnpdf
** hnrnd
** invgcdf
** invgfit (similar functionality to MATLAB's mle)
** invginv
** invglike (similar functionality to MATLAB's negloglik and mlecov)
** invgpdf
** invgrnd
** isoutlier (fully Matlab compatible)
** logifit (similar functionality to MATLAB's mle)
** logilike (similar functionality to MATLAB's negloglik and mlecov)
** loglcdf
** loglfit (similar functionality to MATLAB's mle)
** loglinv
** logllike (similar functionality to MATLAB's negloglik and mlecov)
** loglpdf
** loglrnd
** lognfit (fully Matlab compatible)
** lognlike (fully Matlab compatible)
** nakafit (similar functionality to MATLAB's mle)
** nakalike (similar functionality to MATLAB's negloglik and mlecov)
** nbinfit (similar functionality to MATLAB's mle)
** nbinlike (similar functionality to MATLAB's negloglik and mlecov)
** mad (fully Matlab compatible)
** normfit (fully Matlab compatible)
** poissfit (fully Matlab compatible, extra functionality)
** poisslike (similar functionality to MATLAB's negloglik)
** raylfit (fully Matlab compatible, extra functionality)
** rayllike (similar functionality to MATLAB's negloglik)
** ridge (fully Matlab compatible)
** unidfit (similar functionality to MATLAB's mle)
** unifit (similar functionality to MATLAB's mle)
** vminv (quantile function for the von Mises distribution)
** wblfit (fully Matlab compatible)
** wbllike (fully Matlab compatible)
Improvements:
=============
** bisacdf: supports "upper" option
** burrcdf: supports "upper" option
** cauchycdf: supports "upper" option
** cdf: update support for all univariate cumulative distribution functions
** gamfit: fixed MATLAB compatibility
** gamlike: fixed MATLAB compatibility
** icdf: update support for all univariate quantile functions
** laplacecdf: supports "upper" option
** logicdf: supports "upper" option
** mcnemar_test: updated functionality
** nakacdf: supports "upper" option
** pcacov: fixed MATLAB compatibility
** pdf: update support for all univariate probability density functions
** plsregress: fixed MATLAB compatibility
** random: update support for all univariate functions
** runstest: fixed MATLAB compatibility
** tabulate: fixed MATLAB compatibility
** tricdf: supports "upper" option
** trimmean: fixed MATLAB compatibility
Removed Functions:
==================
** run_test (replaced by runstest)
** stdnormal_cdf (replaced by normcdf)
** stdnormal_inv (replaced by norminv)
** stdnormal_pdf (replaced by normpdf)
** stdnormal_rnd (replaced by normrnd)
Renamed Functions:
==================
** bisacdf (replacing bbscdf)
** bisainv (replacing bbsinv)
** bisapdf (replacing bbspdf)
** bisarnd (replacing bbsrnd)
** cauchycdf (replacing cauchy_cdf)
** cauchyinv (replacing cauchy_inv)
** cauchypdf (replacing cauchy_pdf)
** cauchyrnd (replacing cauchy_rnd)
** laplacecdf (replacing laplace_cdf)
** laplaceinv (replacing laplace_inv)
** laplacepdf (replacing laplace_pdf)
** laplacernd (replacing laplace_rnd)
** logicdf (replacing logistic_cdf)
** logiinv (replacing logistic_inv)
** logipdf (replacing logistic_pdf)
** logirnd (replacing logistic_rnd)
Summary of important user-visible changes for statistics 1.6.1:
-------------------------------------------------------------------
Important Notice: 1) `mad`, `mean`, `median`, `std`, `var` functions
shadow core Octave's respective functions prior
to Octave v9.1
2) incompatibility with the `nan` package
New functions:
==============
** ClassificationKNN (new classdef)
** predict (for ClassificationKNN classdef)
** fitcknn
** fitrgam
** knnsearch (fully Matlab compatible)
** mnrfit
** rangesearch (fully Matlab compatible)
** RegressionGAM (new classdef)
** predict (for RegressionGAM classdef)
Improvements:
=============
** anovan: new features
** friedman: bug fixes
** pdist: updated functionality, fully MATLAB compatible
** pdist2: updated functionality, fully MATLAB compatible
** regress_gp: updated functionality with RBF kernel
** ridge: bug fixes
Summary of important user-visible changes for statistics 1.6.2:
-------------------------------------------------------------------
Important Notice: 1) `mad`, `mean`, `median`, `std`, `var` functions
shadow core Octave's respective functions prior
to Octave v9.1
2) incompatibility with the `nan` package
New functions:
==============
** ricecdf
** riceinv
** ricepdf
** ricernd
Improvements:
=============
** changed ClassificationKNN legacy class to classdef
** changed RegressionGAM legacy class to classdef
** update figure handling in BISTs, bug fix when calling 'pkg test statistics'
Summary of important user-visible changes for statistics 1.6.3:
-------------------------------------------------------------------
Important Notice: 1) `mad`, `mean`, `median`, `std`, `var` functions
shadow core Octave's respective functions prior
to Octave v9.1
2) incompatibility with the `nan` package
New functions:
==============
** ricefit
** ricelike
** ricestat
** tlscdf
** tlsinv
** tlspdf
** tlsrnd
** tlsstat
Improvements:
=============
** cdf: add support for Rician and location-scale T distributions
** gevlike: deprecate gradient as a second output argument (undocumented)
** icdf: add support for Rician and location-scale T distributions
** pdf: add support for Rician and location-scale T distributions
** random: add support for Rician and location-scale T distributions
** ricernd: fixed bug that produced erroneous results
** updated input validation and documentation to distribution *stat functions
Summary of important user-visible changes for statistics 1.6.4:
-------------------------------------------------------------------
Important Notice: 1) `mad`, `mean`, `median`, `std`, `var` functions
shadow core Octave's respective functions prior
to Octave v9.1
2) incompatibility with the `nan` package
New functions:
==============
** bisastat
** burrstat
** fitdist
** glmfit (needs a lot of work yet)
** hnstat
** invgstat
** logistat
** loglstat
** makedist
** mle
** nakastat
** plcdf
** plinv
** plpdf
** plrnd
** plstat
** tlsfit
** tlslike
** tristat
New classdefs:
==============
** BetaDistribution
** BinomialDistribution (methods on truncated distributions do not work yet)
** BirnbaumSaundersDistribution
** BurrDistribution
** ExponentialDistribution
** ExtremeValueDistribution
** GammaDistribution
** GeneralizedExtremeValueDistribution
** GeneralizedParetoDistribution
** HalfNormalDistribution
** InverseGaussianDistribution
** LogisticDistribution
** LoglogisticDistribution
** LognormalDistribution
** LoguniformDistribution
** MultinomialDistribution
** NakagamiDistribution
** NegativeBinomialDistribution
(methods on truncated distributions do not work yet)
** NormalDistribution
** PiecewiseLinearDistribution
('mean', 'std', and 'var' methods fail for truncated distributions)
** PoissonDistribution (methods on truncated distributions do not work yet)
** RayleighDistribution
** RicianDistribution
** tLocationScaleDistribution
** TriangularDistribution
** UniformDistribution
** WeibullDistribution
Improvements:
=============
** binolike: accepts frequency vector as third input argument
** gevfit: accepts frequency vector as third input argument
** gevlike: accepts frequency vector as third input argument
** gpfit: accepts frequency vector and requires fixed parameter 'theta'
** gplike: accepts frequency vector as third input argument
** logl* distribution functions: changed parameters for MATLAB compatibility
** hnfit: accepts frequency vector as third input argument
** hnlike: accepts frequency vector as third input argument
** nbinfit: accepts frequency vector as third input argument
** nbinlike: accepts frequency vector as third input argument
** tri* distribution functions: swapped the order of b and c input arguments
** unidfit: accepts frequency vector as third input argument
** unifit: accepts frequency vector as third input argument
Summary of important user-visible changes for statistics 1.6.5:
-------------------------------------------------------------------
Important Notice: 1) `mad`, `mean`, `median`, `std`, `var` functions
shadow core Octave's respective functions prior
to Octave v9.1
2) incompatibility with the `nan` package
Improvements:
=============
** mad/median: correct mad handling of vectors with multiple Infs
** PiecewiseLinearDistribution: fix truncated `mean`, `std`, and `var` methods
** fillmissing: combining `movmedian` method and `missinglocation` option
no longer ignores non-NaN values.
** various fixes to avoid errors when testing the package functions
Summary of important user-visible changes for statistics 1.6.6:
-------------------------------------------------------------------
Important Notice: 1) `mad`, `mean`, `median`, `std`, `var` functions
shadow core Octave's respective functions prior
to Octave v9.1
2) incompatibility with the `nan` package
New functions:
==============
** editDistance
Improvements:
=============