FSDA
FSDA code for any function is open and extensible.
FSDA is developed by the Robust Statistics Academy of the University of Parma (http://rosa.unipr.it) jointly with the Joint Research Centre of European Commission (https://ec.europa.eu/jrc/en/about/jrc-site/ispra)
The source code is also available on github (https://uniprjrc.github.io/FSDA/)
The html documentation of each function in Mathworks style can be found in the supplementary software section of MATLAB help system. A copy of the documentation can also be found at the web address (http://rosa.unipr.it/FSDA/guide.html)
File names, description, category and date last modified
Name - Description - Category - Date last modified
%------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- % ace - Computes alternative conditional expectation - REG-Transformations - 2020 Jan 29 % aceplot - Produces the aceplot to visualize the results of ace - VIS-Reg - 2020 May 26 % add2spm - Adds objects (personalized clickable multilegends and text labels) to the scatter plot matrix - VIS-Mult - 2020 Jan 29 % add2yX - Adds objects (personalized clickable multilegends and text labels) to the yXplot - VIS-Reg - 2020 Apr 10 % addt - Produces the t test for an additional explanatory variable - REG-Regression - 2020 Feb 20 % avas - Computes additivity and variance stabilization for regression - REG-Transformations - 2020 Jan 29 % barnardtest - Barnard's unconditional test - MULT-Categorical - 2020 Jan 29 % basicPower - Computes the basic power transformation - UTISTAT - 2020 Feb 05 % bc - Returns the Binomial coefficient - UTICOMB - 2020 Jan 29 % boxcoxR - Finds MLE of lambda in linear regression (and confidence interval) using Box Cox, YJ or extended YJ transformation - REG-Transformations - 2020 Jun 07 % boxplotb - Computes a bivariate boxplot - VIS-Mult - 2020 Jan 29 % boxtest - Performs Box test of equality of covariance matrices - MULT-Multivariate - 2020 Jan 29 % brushFAN - Displays a GUI which enables brushing in the fanplot - GUI - 2020 Jan 29 % brushRES - Displays a GUI which enables brushing in resfwdplot - GUI - 2020 Jan 29 % brushROB - Displays a GUI which enables brushing in resindexplot - GUI - 2020 Jan 29 % bwe - Estimates the bandwidth smoothing parameter for kernel density estimation - UTISTAT - 2020 Feb 05 % cabc - Closes all open figures except the one in foreground (the current) - UTIGEN - 2020 Jan 29 % carbikeplot - Produces the carbike plot to find best relevant clustering solutions - VIS-Clu - 2020 Oct 12 % carbikeplotGPCM - Carbikeplot produces the carbike plot to find best relevant clustering solutions - VIS-Clu - 2020 Oct 12 % cascade - Is a third party function used in FSDA demos and examples - UTIGEN - 2020 Jan 29 % cdsplot - Produces the candlestick plot for robust model selection in linear regression - VIS-Reg - 2020 Jan 29 % clickableMultiLegend - Hides/shows symbols inside all gplotmatrix subplots (or similar multi-plots) clicking on the legend - UTIGEN - 2020 Aug 27 % ClusterRelabel - Enables to control the labels of the clusters which contain predefined units - UTISTAT - 2020 Apr 21 % combsFS - Is an iterative algorithm equivalent to the MATLAB combs.m - UTICOMB - 2020 Jan 29 % CorAna - Performs correspondence analysis - MULT-Categorical - 2020 Jan 29 % CorAnaplot - Draws the Correspondence Analysis (CA) graphs with confidence ellipses - VIS-Mult - 2020 Feb 18 % corrNominal - Measures strength of association between two unordered (nominal) categorical variables - MULT-Categorical - 2020 Oct 10 % corrOrdinal - Measures strength of association between two ordered categorical variables - MULT-Categorical - 2020 Jan 29 % covplot - Plots the trajectories of the elements of the covariance (correlation) matrix monitored - VIS-Mult - 2020 Jan 29 % CressieRead - Computes the power divergence family - MULT-Categorical - 2020 Jan 29 % crosstab2datamatrix - Recreates the original data matrix X from contingency table N - MULT-Categorical - 2020 Feb 05 % ctsub - Computes numerical integration from x(1) to z(i) of y=f(x) - UTISTAT - 2020 Feb 18 % dempk - Performs a merging of components found by tkmeans - CLUS-RobClaMULT - 2020 Feb 20 % ellipse - Generates an ellipse given mu (location vector) and Sigma (scatter matrix) - UTISTAT - 2020 Feb 05 % estregimeTAR - Estimate a regression model with OLS in one of the regimes of a TAR model - REG-Regression - 2020 Aug 07 % exactcdf - Finds exact p-values - UTISTAT - 2020 Jan 29 % existFS - Check if file exists and puts answer in a cached persistent variable - UTIGEN - 2020 Feb 05 % fanBIC - Uses the output of FSRfan to choose the best value of the transformation parameter in linear regression - VIS-Reg - 2020 Jun 22 % fanBICpn - Uses the output of FSRfan called with input option family 'YJpn' to choose la_P and la_N - VIS-Reg - 2020 Jun 05 % fanplot - Plots the fan plot for transformation in linear regression - VIS-Reg - 2020 Jun 04 % findDir - Finds recursively all directories in root - UTIGEN - 2020 Apr 21 % findFile - Finds recursively all files in root - UTIGEN - 2020 Apr 21 % forecastTS - Forecast for a time series with trend, time varying seasonal, level shift and irregular component - REG-Regression - 2020 Jan 29 % FowlkesMallowsIndex - Computes the Fowlkes and Mallows index - UTISTAT - 2020 Jan 29 % FSM - Gives an automatic outlier detection procedure in multivariate analysis - MULT-Multivariate - 2020 Jan 29 % FSMbonfbound - Computes Bonferroni bounds for each step of the search (in mult analysis) - UTISTAT - 2020 Feb 05 % FSMbsb - Gives the units belonging to subset at step(s) msel of the forward search - MULT-Multivariate - 2020 Jan 29 % FSMeda - Performs forward search in multivariate analysis with exploratory data analysis purposes - MULT-Multivariate - 2020 Jan 29 % FSMedaeasy - Is exactly equal to FSMeda but it is much less efficient - MULT-Multivariate - 2020 Jan 29 % FSMenvmmd - Computes the theoretical envelopes of Minimum MD outside subset during the search - MULT-Multivariate - 2020 Jan 29 % FSMfan - Computes confirmatory lrt of a suggested transformation - MULT-Transformations- 2020 Jan 29 % FSMinvmmd - Converts values of minimum Mahalanobis distance into confidence levels - MULT-Multivariate - 2020 Jan 29 % FSMmmd - Monitors minMD - MULT-Multivariate - 2020 May 23 % FSMmmdeasy - Is exactly equal to FSMmmd but it is much less efficient - MULT-Multivariate - 2020 Jan 29 % FSMmmdrs - Performs random start monitoring of minimum Mahalanobis distance - CLUS-RobClaMULT - 2020 Apr 21 % FSMtra - Computes MLE of transformation parameters - MULT-Transformations- 2020 Jan 29 % FSR - Computes forward search estimator in linear regression - REG-Regression - 2020 Oct 13 % FSRaddt - Produces t deletion tests for each explanatory variable - REG-ModelSelection - 2020 Apr 02 % FSRB - Gives an automatic outlier detection procedure in Bayesian linear regression - REG-Bayes - 2020 Jul 08 % FSRBbsb - Returns the units belonging to the subset in each step of the Bayesian forward search - REG-Regression - 2020 Apr 02 % FSRBeda - Enables to monitor several quantities in each step of the Bayesian search - REG-Bayes - 2020 Apr 21 % FSRBmdr - Computes minimum deletion residual and other basic linear regression quantities in each step of the Bayesian search - REG-Bayes - 2020 Apr 02 % FSRbonfbound - Computes Bonferroni bounds for each step of the search (in linear regression) - UTISTAT - 2020 Feb 05 % FSRBr - Bayesian forward search in linear regression reweighted - REG-Bayes - 2020 Feb 05 % FSRbsb - Returns the units belonging to the subset in each step of the forward search - REG-Regression - 2020 Apr 27 % FSRcp - Monitors Cp and AIC for all models of interest of size smallp - REG-ModelSelection - 2020 Apr 02 % FSReda - Enables to monitor several quantities in each step of the forward search - REG-Regression - 2020 May 26 % FSRenvmdr - Computes the theoretical envelopes of Minimum Deletion Residual outside subset during the search - REG-Regression - 2020 Jan 29 % FSRfan - Monitors the values of the score test statistic for each lambda - REG-Transformations - 2020 Jun 11 % FSRH - Gives an automatic outlier detection procedure in heteroskedastic linear regression - REG-Hetero - 2020 Feb 18 % FSRHbsb - Returns the units belonging to the subset in each step of the heteroskedastic forward search - REG-Hetero - 2020 Apr 02 % FSRHeda - Enables to monitor several quantities in each step of the forward search - REG-Hetero - 2020 Apr 02 % FSRHmdr - Computes minimum deletion residual and other basic linear regression quantities in each step of the heteroskedastic search - REG-Hetero - 2020 Apr 02 % FSRinvmdr - Converts values of minimum deletion residual into confidence levels - REG-Regression - 2020 Jan 29 % FSRmdr - Computes minimum deletion residual and other basic linear regression quantities in each step of the search - REG-Regression - 2020 Jun 06 % FSRmdrrs - Performs random start monitoring of minimum deletion residual - CLUS-RobClaREG - 2020 Jun 06 % FSRms - Performs robust model selection using flexible trimming in linear regression - REG-ModelSelection - 2020 Apr 21 % FSRr - Forward search in linear regression reweighted - REG-Regression - 2020 Feb 20 % FSRts - Is an automatic adaptive procedure to detect outliers in time series - REG-Regression - 2020 Feb 20 % FSRtsbsb - Returns the units belonging to the subset in each step of the forward search - REG-Regression - 2020 Apr 02 % FSRtsmdr - Computes minimum deletion residual for time series models in each step of the search - REG-Regression - 2020 Apr 21 % funnelchart - Displays a funnel chart - VIS-Mult - 2020 Oct 10 % genSigmaGPCM - Generates covariance matrix for the 14 Gaussian Parsimonious Clustering Models - CLUS-RobClaMULT - 2020 Jul 14 % GowerIndex - Computes matrix of similarity indexes using Gower metric - CLUS-RobClaMULT - 2020 Jan 29 % GYfilt - Computes the Gervini-Yohai univariate outlier identifier - UTISTAT - 2020 Jan 29 % HAbdp - Finds the constant c associated to the supplied breakdown point - UTISTAT - 2020 Jan 29 % HAc - Computes breakdown point and efficiency associated with constant c - UTISTAT - 2020 Feb 05 % HAeff - Finds the tuning constant that guarrantees a requested asymptotic efficiency - UTISTAT - 2020 Jan 29 % HApsi - Computes psi function using Hampel proposal - UTISTAT - 2020 Feb 05 % HApsider - Computes derivative of psi function using Hampel proposal - UTISTAT - 2020 Feb 05 % HApsix - Computes psi function using Hampel proposal times x - UTISTAT - 2020 Feb 05 % HArho - Computes rho function using Hampel proposal - UTISTAT - 2020 Feb 05 % HAwei - Computes weight function psi(u)/u using Hampel proposal - UTISTAT - 2020 Jan 29 % histFS - Plots a histogram with the elements in each bin grouped according to a vector of labels - VIS-Reg - 2020 Feb 18 % htmlwriteFS - Is an obsolete function which will be removed in future releases. Use publishFS.m instead - UTIHELP - 2020 Apr 21 % HUeff - Finds the constant c which is associated to the requested efficiency for Tukey biweight estimator - UTISTAT - 2020 Jan 29 % HUpsi - Computes psi function (derivative of rho function) for Huber - UTISTAT - 2020 Jan 29 % HUpsider - Computes derivative of psi function (second derivative of rho function) for Huber - UTISTAT - 2020 Feb 05 % HUpsix - Computes psi function (derivative of rho function) times x for Huber - UTISTAT - 2020 Feb 05 % HUrho - Computes rho function for Huber - UTISTAT - 2020 Feb 13 % HUwei - Computes weight function psi(u)/u for Huber - UTISTAT - 2020 Feb 05 % HYPbdp - Finds constant c which is associated to the requested breakdown point for hyp. tan. estimator - UTISTAT - 2020 Feb 20 % HYPc - Computes breakdown point and efficiency associated with constant chyperbolic tangent estimator (for a given value of k=sup CVC) - UTISTAT - 2020 Feb 05 % HYPck - Computes values of the scalars A, B, d for hyperbolic tangent estimator - UTISTAT - 2020 Feb 05 % HYPeff - Finds constant c which is associated to the requested efficiency for hyperbolic estimator - UTISTAT - 2020 Feb 05 % HYPk - Computes breakdown point and efficiency for hyp. tan. estimator - UTISTAT - 2020 Feb 05 % HYPpsi - Computes psi function for hyperbolic tangent estimator - UTISTAT - 2020 Jan 29 % HYPpsider - Computes derivative of psi function for hyperbolic tangent estimator - UTISTAT - 2020 Jan 29 % HYPpsix - Computes psi function for hyperbolic tangent estimator times x - UTISTAT - 2020 Jan 29 % HYPrho - Computes rho function using hyperbolic tangent estimator - UTISTAT - 2020 Jan 29 % HYPwei - Computes weight function psi(u)/u for hyperbolic tangent estimator - UTISTAT - 2020 Jan 29 % inversegamcdf - Computes inverse-gamma cumulative distribution function - UTISTAT - 2020 Jan 29 % inversegaminv - Inversegampdf Inverse-gamma cumulative distribution function - UTISTAT - 2020 Jan 29 % inversegampdf - Computes inverse-gamma probability density function - UTISTAT - 2020 Jan 29 % isfunction - Checks if a function exists - UTIGEN - 2020 Apr 21 % kdebiv - Computes (and optionally plots) a kernel smoothing estimate for bivariate data - UTISTAT - 2020 Feb 18 % levfwdplot - Plots the trajectories of leverage along the search - VIS-Reg - 2020 Apr 21 % lexunrank - Gives the the $k$-combination of $n$ elements of position $N$ in the lexicographic order of all combinations - UTICOMB - 2020 May 20 % lga - Performs linear grouping analysis - CLUS-RobClaREG - 2020 Apr 28 % logmvnpdfFS - Produces log of Multivariate normal probability density function (pdf) - UTISTAT - 2020 Jul 03 % LTSts - Extends LTS estimator to time series - REG-Regression - 2020 May 26 % LTStsVarSel - Does variable selection in the robust time series model LTSts - REG-Regression - 2020 Apr 21 % LXS - Computes the Least Median of Squares (LMS) or Least Trimmed Squares (LTS) estimators - REG-Regression - 2020 Apr 02 % mahalFS - Computes Mahalanobis distances (in squared units) for each row of matrix Y - UTISTAT - 2020 Feb 05 % makecontentsfileFS - Extends Matlab function makecontentsfile - UTIHELP - 2020 Oct 17 % malfwdplot - Plots the trajectories of scaled Mahalanobis distances along the search - VIS-Mult - 2020 Sep 03 % malindexplot - Plots the Mahalanobis distances versus a selected variable - VIS-Mult - 2020 Jan 29 % mcd - Computes Minimum Covariance Determinant - MULT-Multivariate - 2020 Feb 20 % mdpd - Computes Minimum Distance Power Divergence statistics - UTISTAT - 2020 Apr 21 % mdpdR - Allows to apply Minimum Density Power Divergence criterion to parametric regression problems - REG-Regression - 2020 Apr 03 % mdpdReda - Allows to monitor Minimum Density Power Divergence criterion to parametric regression problems - REG-Regression - 2020 Feb 24 % mdrplot - Plots the trajectory of minimum deletion residual (mdr) - VIS-Reg - 2020 Feb 18 % mdrrsplot - Plots the trajectory of minimum deletion residual from random starts - CLUS-RobClaREG - 2020 Jun 15 % MixSim - Generates k clusters in v dimensions with given overlap - CLUS-MixSim - 2020 Sep 28 % MixSimreg - Generates k regression hyperplanes in p dimensions with given overlap - CLUS-MixSim - 2020 Apr 21 % mmdplot - Plots the trajectory of minimum Mahalanobis distance (mmd) - VIS-Mult - 2020 Apr 24 % mmdrsplot - Plots the trajectories of minimum Mahalanobis distances from different starting points - VIS-Mult - 2020 Oct 12 % MMmult - Computes MM estimators in multivariate analysis with auxiliary S-scale - MULT-Multivariate - 2020 Feb 20 % MMmultcore - Computes multivariate MM estimators for a selected fixed scale - MULT-Multivariate - 2020 Apr 21 % MMmulteda - Computes MM estimators in multivariate analysis for a series of values of eff - MULT-Multivariate - 2020 Apr 25 % MMreg - Computes MM estimator of regression coefficients - REG-Regression - 2020 Apr 25 % MMregcore - Computes MM regression estimators for a selected fixed scale - REG-Regression - 2020 Apr 25 % MMregeda - Computes MM estimator in linear regression for a series of values of efficiency - REG-Regression - 2020 Feb 20 % mreadFS - Enables to create a structure with InputArgs/OptArgs/OutArgs ... from .m function files (OBSOLETE FUNCTION REPLACED BY publishFS.m) - UTIHELP - 2020 Apr 21 % Mscale - Finds the M estimator of the scale - UTISTAT - 2020 Feb 20 % mtR - Generates the same random numbers produced by R software with Mersenne Twister mt19937ar - UTISTAT - 2020 Feb 18 % mve - Computes Minimum volume ellipsoid - MULT-Multivariate - 2020 Feb 20 % mveeda - Monitors Minimum volume ellipsoid for a series of values of bdp - MULT-Multivariate - 2020 Feb 20 % nchoosekFS - Returns the Binomial coefficient or matrix containing all combinations - UTICOMB - 2020 Jan 29 % ncpci - Non centrality parameter confidence interval (taken from effect_of_size_toolbox) - UTISTAT - 2020 Feb 05 % ncx2mixtcdf - Cumulative distribution function (cdf) of a linear combination of non-central chi-square (+ sigma * N(0,1)) - UTISTAT - 2020 Sep 11 % normBoxCox - Computes (normalized) Box-Cox transformation - UTISTAT - 2020 Feb 05 % normYJ - Computes (normalized) Yeo-Johnson transformation - UTISTAT - 2020 May 12 % normYJpn - NormYJ computes (normalized) extended Yeo-Johnson transformation - UTISTAT - 2020 May 12 % openMatlabFileFromHTML - Enables to put in HTML an hypertextual link to a specific MATLAB file - UTIGEN - 2020 Apr 21 % OPTbdp - Finds the constant c associated to the supplied breakdown point - UTISTAT - 2020 Jan 29 % OPTc - Computes breakdown point and efficiency associated with constant c for Optimal rho function - UTISTAT - 2020 Feb 20 % OPTeff - Finds the constant c which is associated to the requested efficiency - UTISTAT - 2020 Apr 21 % OPTpsi - Computes psi function (derivative of rho function) for optimal weight function - UTISTAT - 2020 Jan 29 % OPTpsider - Computes derivative of psi function (second derivative of rho function) for optimal weight function - UTISTAT - 2020 Jan 29 % OPTpsix - Computes psi function (derivative of rho function) times x - UTISTAT - 2020 Jan 29 % OPTrho - Computes rho function for optimal weight function - UTISTAT - 2020 Jan 29 % OPTwei - Computes weight function psi(u)/u for optimal weight function - UTISTAT - 2020 Oct 11 % overlap - Computes the exact overlap given the parameters of the mixture - CLUS-MixSim - 2020 Sep 27 % overlapmap - Produces an interactive overlap map - CLUS-RobClaMULT - 2020 Feb 20 % PDbdp - Finds the constant alpha associated to the supplied breakdown point for minimum power divergence estimator - UTISTAT - 2020 Aug 25 % PDc - Computes breakdown point and efficiency associated with tuning constant alpha for minimum power divergence estimator - UTISTAT - 2020 Feb 07 % PDeff - Finds the constant alpha which is associated to the requested efficiency for minimum power divergence estimator - UTISTAT - 2020 Feb 11 % PDpsi - Computes psi function (derivative of rho function) for minimum density power divergence estimator - UTISTAT - 2020 Feb 07 % PDpsider - Computes derivative of psi function (second derivative of rho function) for minimum power divergence estimator - UTISTAT - 2020 Apr 03 % PDpsix - Computes psi function (derivative of rho function) times x for minimum density power divergence estimator - UTISTAT - 2020 Feb 07 % PDrho - Computes rho function for minimum density power divergence estimator - UTISTAT - 2020 Feb 07 % PDwei - Computes weight function psi(u)/u for for minimum density power divergence estimator - UTISTAT - 2020 Aug 25 % position - Controls the position of the open figures - UTIGEN - 2020 Oct 11 % Powertra - Computes power transformation (Box-Cox or Yeo-Johnson) - UTISTAT - 2020 Feb 05 % publishBibliography - Enables to create web page which contains the references inside the input .m files - UTIHELP - 2020 Jun 05 % publishFS - Enables to create automatic HELP FILES from structured .m function files - UTIHELP - 2020 Jul 08 % publishFunctionAlpha - Enables to create web page which contains the alphabetical list of functions - UTIHELP - 2020 Apr 21 % publishFunctionCate - Enables to create web page which contains the categorical list of functions - UTIHELP - 2020 Jun 22 % Qn - Robust estimator of scale (first quartile of interpoint distances $|x_i-x_j|$) - UTISTAT - 2020 Jan 29 % qqplotFS - Qqplot of studentized residuals with envelopes - VIS-Reg - 2020 Feb 05 % quickselectFS - Finds the k-th order statistic - UTIGEN - 2020 Jan 29 % RandIndexFS - Calculates Rand type Indices to compare two partitions - UTISTAT - 2020 Aug 07 % randsampleFS - Generates a random sample of k elements from the integers 1 to n (k<=n) - UTICOMB - 2020 May 23 % rcontFS - Generates a random two-way table with given marginal totals - MULT-Categorical - 2020 Feb 29 % regressB - Computes Bayesian estimates of regression parameters - REG-Bayes - 2020 Feb 05 % regressH - Fits a multiple linear regression model with heteroskedasticity - REG-Hetero - 2020 Feb 05 % regressHart - Fits a multiple linear regression model using ART heteroskedasticity - REG-Hetero - 2020 Feb 05 % regressHhar - Fits a multiple linear regression model with Harvey heteroskedasticity - REG-Hetero - 2020 May 07 % regressts - Computes estimates of regression parameters for a time series models - REG-Regression - 2020 Feb 29 % removeExtraSpacesLF - Removes extra spaces and selected carriage returns from input string - UTIGEN - 2020 Jan 29 % repDupValWithMean - Replaces values of y which have non unique elements in vector x with local means - UTIGEN - 2020 Jan 29 % resfwdplot - Plots the trajectories of the monitored scaled (squared) residuals - VIS-Reg - 2020 Oct 12 % resindexplot - Plots the residuals from a regression analysis versus index number or any other variable - VIS-Reg - 2020 Feb 18 % restrdeter - Computes determinant restriction - CLUS-RobClaMULT - 2020 Feb 18 % restrdeterGPCM - Applies determinat restrictions for the 14 GPCM - CLUS-RobClaMULT - 2020 Jul 15 % restreigen - Computes eigenvalues restriction (without Dykstra algorithm) - CLUS-RobClaMULT - 2020 Jul 12 % restreigeneasy - Computes eigenvalues restriction (without Dykstra algorithm) - CLUS-RobClaMULT - 2020 Jul 12 % restreigenmemopt - Computes eigenvalues restriction (without Dykstra algorithm) - CLUS-RobClaMULT - 2020 Jul 12 % restrshapeExact - Computes constrained Gamma (shape) matrix with exact constraints - CLUS-RobClaMULT - 2020 Jul 15 % restrshapeGPCM - Produces the restricted shape matrix for the 14 GPCM - CLUS-RobClaMULT - 2020 Jul 15 % restrSigmaGPCM - Computes constrained covariance matrices for the 14 GPCM specifications - CLUS-RobClaMULT - 2020 Aug 31 % RKbdp - Finds the constants c associated to the supplied breakdown point and asymptotic rejection point - UTISTAT - 2020 Jan 29 % RKeff - Finds the constants c and M which are associated to the requested efficiency and ARP - UTISTAT - 2020 Apr 21 % RKpsi - Computes psi function for Rocke (translated Tukey's) biweight - UTISTAT - 2020 Jan 29 % RKpsider - Computes derivative of psi function (second derivative of rho function) for Rocke (translated Tukey's) biweight - UTISTAT - 2020 Jan 29 % RKpsix - Computes psi function times x for Rocke (translated Tukey's) biweight - UTISTAT - 2020 Jan 29 % RKrho - Computes rho function for Rocke (translated Tukey's) biweight - UTISTAT - 2020 Jan 29 % RKwei - Computes weight function psi(u)/u for Rocke (translated Tukey's) biweight - UTISTAT - 2020 Jan 29 % rlga - Performs robust linear grouping analysis - CLUS-RobClaREG - 2020 Apr 21 % rlsmo - Computes a running-lines smoother with global cross-validation - REG-Transformations - 2020 Feb 05 % RobCov - Computes covariance matrix of robust regression coefficients - REG-Regression - 2020 Sep 24 % RobRegrSize - Provides proper threshold for robust estimators to obtain an empirical size close to 1 per cent nominal size - REG-Regression - 2020 Feb 05 % rthin - Applies independent random thinning to a point pattern - UTISTAT - 2020 Jan 29 % scatterboxplot - Creates scatter diagram with marginal boxplots - VIS-Mult - 2020 Oct 17 % Score - Computes the score test for transformation - REG-Transformations - 2020 May 20 % ScoreYJ - Computes the score test for Yeo and Johnson transformation - REG-Transformations - 2020 May 20 % ScoreYJall - Computes all the 4 score tests for YJ transformation - REG-Transformations - 2020 May 23 % ScoreYJmle - Computes the likelihood ratio test fof H_0=lambdaP=lambdaP0 and lambdaN=lambdaN0 - REG-Transformations - 2020 May 20 % ScoreYJpn - Computes the score test for YJ transformation for pos and neg observations - REG-Transformations - 2020 May 07 % SDest - Computes Stahel-Donoho robust estimator of dispersion-location - MULT-Multivariate - 2020 Apr 21 % SETARX - Implements Threshold autoregressive models with two regimes - REG-Regression - 2020 Aug 07 % shuffling - Does a random permutation of the elements of input vector - UTICOMB - 2020 Jan 29 % simdataset - Simulates and-or contaminates a dataset given the parameters of a finite mixture model with Gaussian components - CLUS-MixSim - 2020 Feb 18 % simdatasetreg - Simulates a regression dataset given the parameters of a mixture regression model - CLUS-MixSim - 2020 Feb 18 % simulateLM - Simulates linear regression data with prespecified values of statistical indexes - REG-Regression - 2020 May 07 % simulateTS - Simulates a time series with trend, time varying seasonal, level shift and irregular component - REG-Regression - 2020 May 07 % smothr - Produces smoothed values with constraints - REG-Transformations - 2020 Jan 29 % Smult - Computes S estimators in multivariate analysis - MULT-Multivariate - 2020 Feb 20 % Smulteda - Computes S estimators in multivariate analysis for a series of values of bdp - MULT-Multivariate - 2020 Jan 29 % Sn - Robust estimator of scale (robust version of Gini's average difference) - UTISTAT - 2020 Jan 29 % SparseTableTest - Computes independence test for large and sparse contingency tables - MULT-Categorical - 2020 Jan 29 % spmplot - Produces an interactive scatterplot matrix with boxplots or histograms on the main diagonal and possibly robust bivariate contours - VIS-Mult - 2020 Oct 12 % Sreg - Computes S estimators in linear regression - REG-Regression - 2020 Feb 20 % Sregeda - Computes S estimators in linear regression for a series of values of bdp - REG-Regression - 2020 Oct 10 % subsets - Creates a matrix of indexes where rows are distinct p-subsets extracted from a set of n elements - UTICOMB - 2020 May 22 % suplabel - Places text as a title, xlabel, or ylabel on a group of subplots - UTIGEN - 2020 Apr 21 % supsmu - Smooths scatterplots using Friedman's supersmoother algorithm - REG-Transformations - 2020 Apr 25 % tabulateFS - Creates frequency table of unique values of x, excluding possible 0 counts - UTISTAT - 2020 Jan 29 % Taureg - Computes Tau estimators in linear regression - REG-Regression - 2020 Feb 20 % TBbdp - Finds the constant c associated to the supplied breakdown point for Tukey's biweight - UTISTAT - 2020 Oct 11 % TBc - Computes breakdown point and efficiency associated with constant c for Tukey's biweight - UTISTAT - 2020 Jan 29 % TBeff - Finds the constant c which is associated to the requested efficiency for Tukey's biweight - UTISTAT - 2020 Feb 05 % tBothSides - Allows users to transform both sides of a (nonlinear) regression model - REG-Regression - 2020 Feb 18 % TBpsi - Computes psi function (derivative of rho function) for Tukey's biweight - UTISTAT - 2020 Aug 30 % TBpsider - Computes derivative of psi function (second derivative of rho function) for Tukey's biweight - UTISTAT - 2020 Feb 05 % TBpsix - Computes psi function (derivative of rho function) times x for Tukey's biweight - UTISTAT - 2020 Jan 29 % TBrho - Computes rho function for Tukey's biweight - UTISTAT - 2020 Jan 29 % TBwei - Computes weight function psi(u)/u for Tukey's biweight - UTISTAT - 2020 Jan 29 % tclust - Computes trimmed clustering with scatter restrictions - CLUS-RobClaMULT - 2020 Sep 25 % tclusteda - Computes tclust for a series of values of the trimming factor - CLUS-RobClaMULT - 2020 Jul 16 % tclustIC - Computes tclust for different number of groups k and restriction factors c - CLUS-RobClaMULT - 2020 Jun 23 % tclustICgpcm - Computes tclust for different number of groups k and restr. factors $c_{det}$ and $c_{shw}$ - CLUS-RobClaMULT - 2020 Oct 12 % tclustICplot - Plots information criterion as a function of c and k - VIS-Clu - 2020 Oct 10 % tclustICplotGPCM - Plots information criterion as a function of c and k - VIS-Clu - 2020 Oct 11 % tclustICsol - Extracts a set of best relevant solutions - CLUS-RobClaMULT - 2020 Sep 01 % tclustICsolGPCM - Extracts a set of best relevant solutions from 3D array computed using function tclustICgpcm - CLUS-RobClaMULT - 2020 Sep 21 % tclustreg - Performs robust linear grouping analysis - CLUS-RobClaREG - 2020 Aug 05 % tclustregeda - Performs robust linear grouping analysis for a series of values of the trimming factor - CLUS-RobClaREG - 2020 Aug 27 % tclustregIC - Computes tclustreg for different number of groups k and restriction factors c - CLUS-RobClaREG - 2020 Sep 01 % tkmeans - Computes trimmed k-means - CLUS-RobClaMULT - 2020 Apr 21 % triu2vec - Extracts in a vector the linear indexes or the elements on and above the k-th diagonal of a square matrix - UTIGEN - 2020 Apr 21 % twdcdf - Computes the cumulative distribution function of the Tweedie distribution - UTISTAT - 2020 May 06 % twdpdf - Computes the probability density function of the Tweedie distribution - UTISTAT - 2020 Apr 22 % twdrnd - Generates random variates from the Tweedie distribution - UTISTAT - 2020 May 06 % unibiv - Has the purpose of detecting univariate and bivariate outliers - MULT-Multivariate - 2020 Feb 18 % upperfracpos - Positions two figures on the upper part of the screen - UTIGEN - 2020 Jan 29 % verLessThanFS - Compares version of MATLAB to specified version number - UTIGEN - 2020 May 26 % vervaatrnd - Simulates random variates from the Vervaat perpetuity distribution - UTISTAT - 2020 Jan 29 % vervaatsim - Returns a Vervaat perpetuity - UTISTAT - 2020 Jan 29 % vervaatxdf - Returns the pdf and cdf of a Vervaat perpetuity - UTISTAT - 2020 Feb 05 % VIOM - Computes weights estimates under Variance-Inflation Model - REG-Regression - 2020 Apr 25 % waterfallchart - Creates a waterfall chart - VIS-Mult - 2020 Sep 28 % wedgeplot - Generates the double wedge plot of a time series - VIS-Reg - 2020 Jun 09 % winsor - Returns a winsorized copy of input - UTISTAT - 2020 Apr 21 % WNChygepdf - Returns Wallenius' non-central hypergeometric probability density values - UTISTAT - 2020 Jan 29 % wraptextFS - Formats long strings into wrapped text of specified width - UTIGEN - 2020 Feb 18 % wthin - Thins a uni/bi-dimensional dataset - UTISTAT - 2020 Jul 04 % xmlcreateFS - Creates an XML file passing through publishFS - UTIHELP - 2020 Apr 21 % yXplot - Produces an interactive scatterplot of y against each variable of X in the input dataset - VIS-Reg - 2020 Jun 22 % zscoreFS - Computes (robust) standardized z scores - UTIGEN - 2020 Jan 29