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updated 9 days ago

Truncated Normal Generator by Zdravko Botev

Zdravko Botev (view profile)

truncated normal generator (simulation, statistics, probability)

trandn(l,u)

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updated 12 days ago

Availablity Monte-Carlo simulator by Eric Ogier

Eric Ogier (view profile)

Availablity Monte-Carlo simulator for systems including multiples redundant units (montecarlo, simulation, simulator)

AMCS(R,T,RandomDurationFunction)

Example_AMCS_periodic_restart()

Example_AMCS_stationarity.m

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updated 13 days ago

lmom.m by Kobus Bekker

Calculates any number of l-moments. (statistics, probability, lmoments)

lmom(X,nL)

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updated 16 days ago

FDIST by Viktor Witkovsky

CDF/PDF/QF of a linear combination of independent RVs with Fisher-Snedecor F-distributions (statistics, probability, measurement)

Fdist.m

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updated 16 days ago

LOGNDIST by Viktor Witkovsky

CDF/PDF/QF (quantiles) of a linear combination of independent log-normal random variables (statistics, probability, measurement)

LogNdist(mu,sigma,coefs,convX,convY,x,prob,options)

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updated 18 days ago

Uncertainty Analysis of a DC Motor by Stuart Kozola

Stuart Kozola (view profile)

Using Statistics for Uncertainty Analysis in System Models (statistics, probability, uncertainty)

Uncertainty Analysis of a DC Motor System Model

coded2real(z,bounds)

mcColorMap(values,cmap)

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updated 23 days ago

Dimensionality Reduction using Generalized Discriminant Analysis (GDA) by Mohammad Haghighat

Generalized Discriminant Analysis - a non-linear feature dimensionality reduction technique (image processing, signal processing, mathematics)

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updated 24 days ago

SH_Draw_Probability() by John Tidman

This script can be used while playing (or practicing for) the game Secret Hitler (SH). (game, probability, secret hitler)

SH_Draw_Probability()

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updated 25 days ago

Laird-Ware Random Effects Model by David Schoenfeld

Fits a Linear Random Effects Model (statistics, probability, random effects)

random_effects(y,x,z,subject,method,svc,ssig2)

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updated 25 days ago

Upwind Solver for PDP by Mario Annunziato

Solves the Liouville Master Equation for a kind of Piecewise Deterministic Markov Processes (statistics, probability, piecewise determinist...)

assemble_iter_matrix_upwind_PDP_markov_1(A,paramsA,q,mu,n...

dichot_markov_gui(varargin)

dist_delta( x,s )

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updated 26 days ago

Mittag-Leffler random number generator by Guido Germano

Generates a matrix of Mittag-Leffler pseudo-random numbers (statistics, probability, random number generat...)

mlrnd(beta, gamma_t, m, n)

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updated 26 days ago

EEP by Eric Ogier

Eric Ogier (view profile)

Elliptical error probable (eep, ellipse, elliptical)

EEP(X,Y,P,Ne)

Example_dynamic.m

Example_static.m

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updated 26 days ago

Plot_GM by Patrick Tsui

Patrick Tsui (view profile)

Generate ellipse and landscape plots of Gaussian mixture. (statistics, probability, gaussian mixture)

Plot_GM(W,M,V,flag,X)

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updated 26 days ago

EM_GM by Patrick Tsui

Patrick Tsui (view profile)

An expectation maximization algorithm for learning a multi-dimensional Gaussian mixture. (statistics, probability, expectation maximizat...)

EM_GM(X,k,ltol,maxiter,pflag,Init)

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updated 26 days ago

Fast EM_GM by Patrick Tsui

Patrick Tsui (view profile)

An expectation maximization algorithm for learning a multi-dimensional Gaussian mixture. (statistics, probability, expectation maximizat...)

EM_GM_fast(X,k,ltol,maxiter,pflag,Init)

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updated 26 days ago

Bootstrap a statistic in a grouped sample by Dimitri Shvorob

(Extension of BOOTSTRP) (statistics, probability, bootstrap resampling)

bstats.m

bstrag.m

meandiff_scalar.m

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updated 26 days ago

Perform Page test by Dimitri Shvorob

(Non-parametric test of trend) (statistics, probability, page nonparametric fr...)

mcpage.m

page.m

randperg.m

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updated 26 days ago

Bootstrap a statistic by Dimitri Shvorob

(Extension of BOOTSTRP) (statistics, probability, bootstrap)

bstrapdemo

bstats.m

bstrap.m

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updated 26 days ago

Bootstrap prediction error rate by Dimitri Shvorob

(Application of BSTRAP) (statistics, probability, bootstrap resampling)

bprederr

bpredfun2.m

bpredfun1.m

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updated 26 days ago

Jackknife a statistic by Dimitri Shvorob

(Extension of JACKKNIFE) (statistics, probability, jackknife leaveoneout...)

jknifedemo

jstats.m

jknife.m

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updated 26 days ago

Winsorize data by Dimitri Shvorob

(using PRCTILE) (statistics, probability, winsorize)

winsor.m

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updated 26 days ago

A week on File Exchange by Dimitri Shvorob

(reduced to download statistics) (gallery, silly time waste, file exchange)

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updated 26 days ago

Simulate a Hawkes process by Dimitri Shvorob

(and visualize it) (statistics, probability, hawkes intensity poin...)

HAWKESDEMO: Simulate and visualize a Hawkes process

inthawkesm.m

simhawkes1.m

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updated 27 days ago

AHIST by Durga Lal Shrestha

Combined good features of hist and histc (statistics, probability, histogram)

ahist(varargin)

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updated 27 days ago

Random Number from Empirical Distribution by Durga Lal Shrestha

Generates random numbers from empirical distribution of data (statistics, probability, random)

emprand(dist,varargin)

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updated 27 days ago

ami and correlation by Durga Lal Shrestha

Computes and plots average mutual information and correlation for time series data. (statistics, probability, average mutual inform...)

ami(xy,nBins,nLags)

demoami

prob(varargin)

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updated 29 days ago

mnbinrnd by Don Maszle

A generator MNBINRND and a density function MNBINPDF (statistics, probability, mnrinrnd)

mnbinpdf(X, W, K)

mnbinrnd(W, K, M, N)

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updated 1 month ago

Accurate Confidence Intervals by Tim Ross

Tim Ross (view profile)

Computes especially accurate confidence intervals for proportions, rates, and their differences. (statistics, probability, confidence interval)

binopdf_01ok(x,n,p)

binopdf_of_p(p, x, n)

get_ci_cs1(x,n,alpha)

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updated 1 month ago

linstats 2006b by Michael Boedigheimer

linear multivariate statistics (statistics, probability, em anova manova anaco...)

How to build a linear model

Model Validation Tutorial

hypothesis testing tutorial

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updated 1 month ago

mmvn_toolkit by Michael Boedigheimer

complete toolkit for generating, training, testing and viewing multidimensional gaussian mixtures (statistics, probability, em)

center(X, V, dim)

colorfulcube( M, creq, method )

ellipse( M, V, dims, sd )

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updated 1 month ago

PMF for Poisson by Zeeshan Shareef

This file calculates the PMF of the Poisson's Distribution. (statistics, probability, pmf)

Poisson.m

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updated 1 month ago

Geometric Probability Law by Zeeshan Shareef

It gives the PMF of the Geometric Probability Law. (probability, geometric probability..., pmf)

Geometric.m

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updated 1 month ago

advstat by Arthur Jutan

Arthur Jutan (view profile)

Adds some additional capabilities to the Stats TB (statistics, probability, estimation)

CURVEFITEG1

curvefiteg2

idf(zd,n)

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updated 1 month ago

Robust Experimental Designs for Generalized Linear Models by Hovav Dror

Finding Local D-optimal and Robust Experimental Designs for GLM (statistics, probability, animation)

DGLM(beta,m,nruns,model,family,link, RP,NRP)

InfoMtrxGLM(F,beta,family,link)

Section4Example.m

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updated 1 month ago

Box-Cox power transformation for Linear Models by Hovav Dror

A utility helping finding lamda to transform y-->y^lamda to best fit multiple linear regression ... (statistics, probability, boxcox)

boxcoxlm(y,X,PlotLogLike,LambdaValues,alpha)

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updated 1 month ago

Sequential Experimental Designs for GLM by Hovav Dror

Sequential plans for designing experiments with binary (or any GLM) response (statistics, probability, doe bayesian generali...)

GLMDAUG(X0,beta,m,nruns,model,family,link, RP,NRP)

InfoMtrxGLM(F,beta,family,link)

canddaugm(F0,fxcand,nruns,xinit)

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updated 1 month ago

Bayesian Analysis Exploiting Discretization by Hovav Dror

Numerically evaluation a posterior through discretization (statistics, probability, bayesian inference)

BayesianInferencePoisson.m

BayesianInterval.m

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updated 1 month ago

Generate AR1 spatial data by Jon Yearsley

Generates spatial data using an AR1 process with normal error distribution. (statistics, probability, ar1)

x

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updated 1 month ago

Generate spatial data by Jon Yearsley

Generate 1/f noise spatial data. (statistics, probability, 1f noise)

x

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updated 1 month ago

Transform a categorical variable by Soma

Soma (view profile)

this stand-alone transforms a categorical variable into a quantitative variable using Fishers method (statistics, probability, categorical variable)

txform(y,x)

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updated 1 month ago

Probability Distributions by Mike Sheppard

Mike Sheppard (view profile)

Probability Distributions (probability, statistics, distribution)

yulestat.m

gyulestat.m

gyulesf.m

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updated 1 month ago

Log Probability Density Function (PDF) by Mo Chen

Mo Chen (view profile)

numerically stable pdf of popular distributions in log scale. (probability, pdf, gaussian)

logDirichlet(X, a)

logGauss(X, mu, Sigma)

logKde

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updated 2 months ago

kkarrancsu/copula by Kiran Karra

Extension of copula tools provided by Matlab (signal processing, probability, machine learning)

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updated 2 months ago

Simulation of Random Variables - Numerical Method by Yiming Huang

Simulation of random variables using inverse method and acceptance-rejection method. (simulation, random variable, probability)

BernRV( n,p )

BetaRV( alpha, beta )

BinomialRV(n,p )

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updated 2 months ago

PLS-SEM Toolbox by Massimo Aria

Structural Equation Model through Partial Least Squares approach (PLS-SEM) (structural equation m..., partial least squares, path modeling)

Mobile Customer Satisfaction Model

DB_gui(DB,xy)

DBcreator( smlinks,nLVs )

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updated 3 months ago

Generate Random Numbers from a 2D Discrete Distribution by Tristan Ursell

Tristan Ursell (view profile)

Random numbers from any 2D discrete probability distribution, at any resolution. (discrete, distribution, generate)

pinky(Xin,Yin,dist_in,varargin)

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updated 3 months ago

Probabilistic analysis of IEEE 802.11 (802.11e) by Pavel Rajmic

Pavel Rajmic (view profile)

Evaluating probabilities that a specified station gains the access to the wireless medium. (probability, ieee 80211e, edca)

edca_probability_collision(matrix)

edca_probability_win(matrix,full)

edca_simulation(matrix, count)

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updated 3 months ago

Evaluation Statistics, Informedness, Markedness and Correlation - bm(cm) by David Powers

Probability results are informed plus recall, precision, F factor, G factor, correlation and kappa. (statistics, probability, contingency)

bm(cm)

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updated 3 months ago

nearestpoint(x,y,m) by Jos (10584)

Jos (10584) (view profile)

NEARESTPOINT - find the nearest value in another vector (statistics, probability, distance)

nearestpoint(x,y,m)

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updated 4 months ago

Latinized Partially Stratified Sampling by Michael Shields

Generate random samples of an nD random vector using Latinized Partially Stratified Sampling (monte carlo simulatio..., probability, random)

LPSS(lpss_design,lpss_strata)

LPSS_Demo.m

LPSS_Plate_Buckling.m

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