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updated 2 days ago

Detection MIMO toolbox by Irene Santos

Compute SER of a MIMO system using different detection algorithms (probability, signal error rate, mimo)

EP.m

ZF_SIC.m

GTA.m

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updated 6 days ago

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

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

[x0,y0]=pinky(Xin,Yin,dist_in,varargin)

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updated 8 days ago

BinaryMatrixUniformRnd.m by Matthew Harrison

approximate uniform generation of binary matrices with specified margins (statistics, matrix, probability)

BinaryMatrixUniformRnd(SampN,rN,cN,BN,tflagN,oflagN,pflagN)

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updated 13 days ago

Mittag-Leffler random number generator by Guido Germano

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

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updated 17 days ago

ROCout=roc(varargin) by Giuseppe Cardillo

compute a ROC curve (statistics, probability, curve)

ROCout=roc(varargin)

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updated 1 month ago

LambertWchi2 by Viktor Witkovsky

Logarithmic Lambert W x chi2 distribution (probability, statistics, exact likelihood rati...)

EXAMPLE2_Paper

EXAMPLES

OneWayModel(IncMatrix,verbose)

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updated 1 month ago

MGraph by junbai wang

Probabilistic graphical models for reconstruction of genetic regulatory networks using DNA microarra (statistics, probability, graphical models for ...)

G=MGraph_add_best_edge_to_pat(d,G,sigma,alpha,L,T0,TL)

G=MGraph_remove_worst_edge_in_pat(d,G,sigma,alpha,L,T0,TL)

MGraph_BGscore(d,G)

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updated 3 months ago

XCOM Kill Probability Calculator by Brad Ridder

Calculates the probability of killing an enemy in the video game XCOM: Enemy Within. (probability, video game, entertainment)

find_weapon(weapon,haveip3)

xcom_damage_calculation(weapon,phit,pcrit,haveip3,issecto...

xcom_kill_probability(enemycurrenthp,weapon,phit,pcrit,ha...

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updated 3 months ago

STBL: Alpha stable distributions for MATLAB by Mark Veillette

Functions to handle one-dimensional alpha stable distributions (mathematics, probability, statistics)

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updated 4 months ago

LTreg.m by Lars

Find the p value and coefficients for linear regression (regression, probability, statistics)

[A,B,SE,tstat,p]=LTreg(x,y)

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updated 4 months ago

Shapiro-Wilk and Shapiro-Francia normality tests. by Ahmed Ben Saïda

Shapiro-Wilk & Shapiro-Francia parametric hypothesis test of composite normality. (statistics, probability, normality test)

swtest.m

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updated 4 months ago

GMMEM based pixel labeling and Segmentation.zip by Mohammad Asif Khan

Program segment pixels on the basis of maximum probability obtained using EMGM algorithm (image processing, image segmentation, gaussian mixture mode...)

[meu1,sigma1,wt]=expectmaxx(data,k)

gauss_dist_opt(x,meu,sigma)

callexpectmaxx.m

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updated 5 months ago

PDF Package by Brian Moore

A MATLAB package for generating and manipulating empirical PDFs and CDFs (probability, probability distribut..., data visualization)

CDFeval(F,x)

CDFgen(varargin)

CDFinv(F,Fx)

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updated 5 months ago

Histogram fitting Probability Density, Counts, Frequency by Nathan Orloff

A cleaned up version of histfit that outputs data (probability, histogram, fit)

histfit2(data,nbins,dist,plottype)

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updated 6 months ago

3D Gaussian ellipses constant probability curves by Hugo

Construct data points of ellipsoids depicting contour curves of 3-dimensional Gaussian distributions (contour curves, covariance matrix, data points)

ellipsedata3(covmat,center,numpoints,sigmarule,varargin)

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updated 6 months ago

Gaussian ellipses constant probability curves by Hugo

Construct data points of ellipses representing contour curves of bivariate Gaussian distributions. (gaussian, probability, contour curves)

ellipsedata(covmat,center,numpoints,sigmarule,varargin)

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updated 7 months ago

TrueRNG Hardware Random Number Generator Interface / Driver by Matt

Matlab interface to the TrueRNG Hardware Random Number Generator sold by ubld.it (true random number ge..., statistics, probability)

truerng(varargin)

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updated 7 months ago

allan by M. A. Hopcroft

Calculates standard Allan Deviation (ADEV) of a time domain signal. (statistics, probability, allan deviation)

allan(data,tau,name,verbose)

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updated 7 months ago

allan_modified by M. A. Hopcroft

allan_modified.m calculates the modified Allan deviation (MDEV) of a time domain signal. (adev, mdev, frequency stability)

allan_modified(data,tau,name,verbose)

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updated 8 months ago

sample correlation distribution function by Joshua Carmichael

Compute PDF for the sample correlation (probability, statistics, sample correlation)

corrdist(r, ro, n)

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updated 8 months ago

Q-learning (Model-free Value Iteration) Algorithm for Deterministic Cleaning Robot by Reza Ahmadzadeh

An Example for Reinforcement Learning using Q-learning with epsilon-greedy exploration (qlearning, learning, robot)

qlearning

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updated 8 months ago

Doubly Noncentral Beta Distribution function by Joshua Carmichael

Computes saddle-point approximation to Beta-distribution (doubly noncentral, probability, statistics)

SPncbetapdf(bvec,n1,n2,theta1,theta2)

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updated 8 months ago

Noncentral Beta Distribution by Joshua Carmichael

Compute the Noncentral Beta using Transformations (probability, statistics, distributions)

ncbeta (x, a, b, lam )

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updated 8 months ago

plot_1feature_2class by Mark Matusevich

Visualises usefulness of a feature for binary classification. (statistics, plot, plotting)

dependents_plot(X, Y, nBins, funcs)

map2bins(X, vBins, mode)

plot_1feature_2class(vFeature, vClass, sFeature_name, csC...

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updated 8 months ago

MyFisher23 by Giuseppe Cardillo

A very compact routine for Fisher's exact test on 2x3 contingency table (statistics, probability, fishers exact test 2x...)

Pvalue=myfisher23(x)

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updated 8 months ago

MyFisher33 by Giuseppe Cardillo

A very compact routine to compute Fisher's exact test on a 3x3 matrix (statistics, probability, fisher exact test 3x3...)

Pvalue=myfisher33(x)

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updated 8 months ago

dependents_plot by Mark Matusevich

Visualises dependents of one variable on another. (conditional probabili..., statistics, probability)

dependents_plot(X, Y, nBins, funcs)

map2bins(X, vBins, mode)

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updated 10 months ago

Probability Test by Shujaat Khan

Program shows the random Process and how trials effect the error in Probability Calculation (random numbers, probability)

Propablity_Test.m

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updated 11 months ago

Fisher’s Exact Test by Michael Boedigheimer

Hypergeometric cumulative distribution (left, right and two-tailed) including permutation testing. (probability, hypergeometric, genetics)

fexact( varargin )

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updated 11 months ago

probability density function of (Gaussian Normal Distribution) by Jamal Ahmad

Gaussian Normal Distribution is one of the most popular distributions that is widely used. (gaussian normal distr..., pdf, probability)

normal_gaussian_pdf.m

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updated 1 year ago

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

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 1 year ago

Propagation process under various fading distributions in cellular networks by H. P. Keeler

Demonstrates SINR, SIR, and other quantities are invariant under arbitrary fading. (simulation, modeling, wireless)

PropProcess.m

PropProcessInhom.m

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updated 1 year ago

A two-tier cellular network is equivalent to a one-tier network by H. P. Keeler

Demonstrates how a two-tier cellular network can be viewed as a one-tier isotropic network. (simulation, probability, sinr)

PropEquivalenceTwoTier.m

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updated 1 year ago

press by Antonio Trujillo-Ortiz

Prediction error sum of squares. (statistics, probability, residual scaling)

press(D)

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updated 1 year ago

Bivariant Kernel Density Estimation (V2.1) by Yi Cao

A tool for bivariant pdf, cdf and icdf estimation using Gaussian kernel function. (statistics, probability, bivariant gaussian ke...)

Bivariate Kernel Density Estimation Demonstration

gkde2.m

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updated 1 year ago

MATLAB R-link by Robert Henson

Functions for calling the statistical package R from within MATLAB. (statistics, probability, r cran)

closeR(handle)

evalR(command,noreturn)

getRdata(varname)

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updated 1 year ago

Spearman by Marco Borges

Spearman function calculates the Spearman rank correlation coeff using matlab library functions (spearman, correlation, coefficient)

spearman(x,y)

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updated 1 year ago

Symbol Probability in a message by Ashish Meshram (Meet)

This file deals with calculating symbol probability in a message (probability, source coding, communication)

GetSymAPrioriProb(a)

Test.m

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updated 1 year ago

Duration (CDF) Plot by Roger Parkyn

A simple plotter for ranked data against empirical probability. (hydrology, probability, duration plot)

duration_plot(y_data, varargin)

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updated 1 year ago

PDFsampler by Pantelis Sopasakis

A simple and handy PDF (Probability Distribution Function) re-constructor and sampler. (rng, pdf, monte carlo)

PDFsampler

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updated 1 year ago

Gamma Function CDF by Jamal Ahmad

matlab code for ploting Gamma Function CDF. (gamma cdf, probability)

gamma_cdf.m

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updated 1 year ago

Gamma Function PDF by Jamal Ahmad

matlab code for ploting the pdf of the gamma function. (gamma function, probability)

gamma_pdf.m

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updated 1 year ago

Outlier removal v2 by Paul

Rosner's many outlier test, vectorized. (outlier removal, outlier, rosner)

outlier(y, alpha, k)

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updated 1 year ago

Preprocessing dataset in IDS by Maher Salem

This code transfer nominal features into numeric and then normalize the whole dataset using min-max (preprocessing, normalization, kdd)

KDDPreprocessor.m

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updated 1 year ago

Log scale density function of basic distributions by Mo Chen

probability density function of basic distributions in log scale (pdf, probability, distribution)

logBesseli(nu,x)

logDirichletPdf(X, a)

logGaussPdf(X, mu, sigma)

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updated 1 year ago

RANDRAW by Alex Bar-Guy

Efficient Random Variates Generator (from over 50 distributions). (statistics, probability, random variable gener...)

randraw.m

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updated 1 year ago

Three way Dual Probability by Alex Dytso

This code simulates a dual between 3 players and compares two strategies (demo, probability)

ThreeWayDualProbability.m

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updated almost 2 years ago

probOfStreak by Jeff Evans

Calculate the probability of a run or streak of K consecutive successes in N Bernoulli trials. (probability, combinatorics, run)

probOfStreak(N,K,p)

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updated almost 2 years ago

Wilcoxon test by Giuseppe Cardillo

non parametric Wilcoxon test for two paired samples (statistics, probability, wilcoxon)

STATS=wilcoxon(varargin)

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updated almost 2 years ago

EM for HMM Multivariate Gaussian processes by Sebastien PARIS

A fast implementation of the EM Algorithm for HMM Multivariate Gaussian Mixture (statistics, probability, hmm)

mexme_em_ghmm.m

test_em_ghmm.m

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