[scilab-Users] new probability and statistics toolbox - CASCI

[michael.baudin at contrib.scilab.org]

 Hi,

 This toolbox fills a space which is partly left empty by Scilab,
 so it is very much appreciated.
 It seems to have interesting functions for parameter estimation. The 
 set of design of experiments functions is also nice.

 From my point of view, the main issue is the lack of help pages and the 
 lack of tests. But this toolbox will be surely a source of inspiration 
 for others.

 Best regards,

 Michaël

 PS
 For an overview of tools for probabilities and statistics in Scilab, 
 please consider:

 http://wiki.scilab.org/Documents%20and%20tutorials%20for%20Probabilities%20and%20Statistics%20in%20Scilab

 For an analysis of the "ideal" statistics module, please consider the 
 on-going work at:

 http://wiki.scilab.org/The-Ideal-Statistics-Module


 On Sat, 28 Jul 2012 15:09:36 -0300, Ricardo Fabbri <rfabbri at gmail.com> 
 wrote:
> Hi,
>
> I'd like to share with you the new probability and statistics toolbox
> CASCI that I uploaded with permission from the authors to ATOMS and
> FORGE:
>
> http://atoms.scilab.org/toolboxes/casci
>
> The git repository is in Forge.
>
> Perhaps that will save some people ongoing work. Please give us
> feedback on the usefulness of such a toolbox.
>
> Here are the function descriptions:
>
>
> intbinomial - binomial confidence interval
> intexponential - exponential confidence interval
> intnormalm - normal confidence interval for μ
> intnormals - normal confidence interval for σ
> intpoisson - Poisson confidence interval
> cdfbeta - beta type 1 cdf
> cdfbeta2 - beta type 2 cdf
> cdfbinomial - binomial cdf
> cdfchi2 - χ2 (central and non-central) cdf
> cdfcv - sample coefficient of variation cdf
> cdfdphase - discrete Phase-Type cdf
> cdfexponential - exponential cdf
> cdffisher - Fisher (central and non-central) cdf
> cdffoldednormal - folded normal cdf
> cdfgamma - gamma cdf
> cdfgev - generalized Extreme Value cdf
> cdfhypergeometric - hypergeometric cdf
> cdfjohnson - Johnson’s cdf
> cdflognormal - lognormal cdf
> cdfmedian - normal sample median cdf
> cdfnormal - normal cdf
> cdfpareto - Pareto cdf
> cdfpascal - Pascal cdf
> cdfpoisson - Poisson cdf
> cdfrnge - normal range cdf
> cdfstandev - normal sample standard-deviation cdf
> cdfstudent - Student (central and non-central) cdf
> cdfweibull - Weibull cdf
> boxbehnken - Box-Behnken designs
> boxcoxlinear - Box-Cox linearity transformation
> centralcomposite - central composite designs
> coded2natural - coded to natural variables
> doxpand - design expansion
> doxptim - design optimisation
> equiradial - equiradial designs
> factorial2 - two levels full and fractional factorial designs
> mulreg - multilinear regression analysis
> mulregdisp - multilinear regression analysis results display
> mulregplot - multilinear regression analysis results plot
> natural2coded - natural to coded variables
> plackettburman - Plackett-Burman designs
> simpdex - simplex designs
> fitbeta - beta type 1 parameters estimation
> fitgamma - gamma parameters estimation
> fitgev - generalized Extreme Value parameters estimation
> fitjohnson - Johnson parameters estimation
> fitlognormal - lognormal parameters estimation
> fitweibull - Weibull parameters estimation
> idfbeta - beta type 1 idf
> idfbeta2 - beta type 2 idf
> idfchi2 - χ2 (central and non-central) idf
> idfcv - sample coefficient of variation idf
> idfexponential - exponential idf
> idffisher - Fisher (central and non-central) idf
> idfgamma - gamma idf
> idfgev - generalized Extreme Value idf
> idfjohnson - Johnson’s idf
> idflognormal - lognormal idf
> idfmedian - normal sample median idf
> idfnormal - normal idf
> idfpareto - Pareto idf
> idfstandev - normal sample standard-deviation idf
> idfstudent - Student (central and non-central) idf
> idfweibull - Weibull idf
> allcombination - matrix element combinations
> allpermutation - matrix element permutations
> arrangement - number Ap of arrangements
> combination - number Cn of combinations
> confhyper - confluent hypergeometric function
> depth - non parametric multivariate depth
> hausdorff - Hausdorff (median) distance between polylines
> lowess - LOcally WEighted Scatterplot Smoothing
> momdphase - first moments of a Discrete Phase-Type distribution
> nearestneighbors - find the k nearest neighbors
> neldermead - Nelder Mead’s downhill simplex nonlinear optimization 
> algorithm
> savitzkygolay - Savitzky-Golay smoothing filter
> simplex - simplex computation
> simplexolve - solve a system of non-linear equations
> torczon - Torczon’s multidirectional nonlinear optimization algorithm
> vandercorput - Van der Corput’s sequence
> boxplot - Box plot
> qplot - quantile plot
> qqplot - quantile-quantile plot
> pdfbeta - beta type 1 pdf
> pdfbeta2 - beta type 2 pdf
> pdfbinomial - binomial pdf
> pdfchi2 - χ2 (central and non-central) pdf
> pdfcp - CP pdf
> pdfcpk - CP K pdf
> pdfcpm - CP M pdf
> pdfcpmk - CP M K pdf
> pdfcpuv - V ̈nnman’s Cp (u, v) pdf
> pdfcv - sample coefficient of variation pdf
> pdfdphase - discrete phase-type pdf
> pdfexponential - exponential pdf
> pdffisher - Fisher (central and non-central) pdf
> pdffoldednormal - folded normal pdf
> pdfgamma - gamma pdf
> pdfgev - generalized Extreme Value pdf
> pdfhypergeometric - hypergeometric pdf
> pdfkernel - kernel smoothed pdf
> pdfjohnson - Johnson’s pdf
> pdflognormal - lognormal pdf
> pdfmedian - normal sample median pdf
> pdfmultinormal - multinormal pdf
> pdfnormal - normal pdf
> pdfpareto - Pareto pdf
> pdfpascal - Pascal pdf
> pdfpoisson - Poisson pdf
> pdfrnge - normal range pdf
> pdfstandev - normal sample standard-deviation pdf
> pdfstudent - Student pdf
> pdfweibull - Weibull pdf
> quadhermite - Gauss-Hermite quadrature
> quadlaguerre - Gauss-Laguerre quadrature
> quadlegendre - Gauss-Legendre quadrature
> quadsimpson - Simpson quadrature
> rndbeta - beta type 1 random number generator
> rndbeta2 - beta type 2 random number generator
> rndbinomial - binomial random number generator
> rndexponential - exponential random number generator
> rndfoldednormal - folded normal random number generator
> rndgamma - gamma random number generator
> rndgev - generalized Extreme Value random number generator
> rndjohnson - Johnson’s random number generator
> rndlognormal - lognormal random number generator
> rndmultinormal - multinormal random number generator
> rndnormal - normal random number generator
> rndpareto - Pareto random number generator
> rndpascal - Pascal random number generator
> rndpoisson - Poisson random number generator
> rndstandev - normal sample standard-deviation random number
> rndweibull - Weibull random number
> generator
> autocorrelation - autocorrelation coefficient
> bootstrap - bootstrap sampling
> correlation - correlation matrix
> crosscorrelation - crosscorrelation coefficient
> kurtosis - kurtosis coefficient
> quantile - quantile
> rnge - range
> skewness - skewness coefficient
> standev - standard deviation
> totalmedian - total median coefficients
> varcovar - variance-covariance matrix
> arlmean - ARL of the mean control chart
> arlmeanRR - ARL of the Run Rules mean control chart
> arlmedian - ARL of the median control chart
> arlmedianRR - ARL of the Run Rules median control chart
> arlrnge - ARL of the range control chart
> arlstandev - ARL of the standard-deviation control chart
> arlstandevRR - ARL of the Run Rules standard-deviation control chart
> cp - capability index CP estimation and confidence interval
> cpk - capability index CP K estimation and confidence interval
> krnge - range coefficients KR (n)
> kstandev - standard-deviation coefficients KS (n, r)
> mcpshahriari - Shahriari’s multivariate capability index CP
> mcptaam - Taam’s multivariate capability index CP
> andersondarling - Anderson-Darling’s normality test
> ansaribradley - Ansari-Bradley’s test
> bartlett - Bartlett’s test
> grubbs - Grubbs test
> kendall - Kendall’s test
> levene - Levene’s test
> mardia - Mardia’s test
> spearman - Spearman’s test
> tstbinomial1 - binomial one sample p test
> tstbinomial2 - binomial two samples p test
> tstexponential - exponential λ test
> tstnormalm1 - normal one sample μ test
> tstnormalm2 - normal two samples μ test
> tstnormals1 - normal one sample σ test
> tstnormals2 - normal two samples σ test
> tstsku - normal skewness and kurtosis test
> waldwolfowitz - Wald-Wolfowitz’s run test
> wilcoxon1 - Wilcoxon’s one sample (paired) test
> wilcoxon2 - Wilcoxon’s two samples test
>
>
>
>
> --
> Dr Ricardo Fabbri
> Professor of Computer Engineering
> GNU/Linux registered user #175401
> www.lems.brown.edu/~rfabbri
> pt.wikipedia.org/wiki/IPRJ
> labmacambira.sf.net
>
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