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updated 2 days 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 19 days ago

mixed_design_anova.m by R P

Example of mixed-design ANOVA model (anovan, statistics, repeated measures)

mixed_design_anova.m

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updated 24 days ago

1-D random number generation with any analytical expression probability density function by Hu

Generate random numbers according to given analytical expression for the PDF (statistics, physics)

rand_generator(myfun,xmin,xmax,number,mode_switch)

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updated 24 days ago

Multivariable Polynomial Regression by Ahmet Cecen

Performs polynomial regression on multidimensional data. (statistics, polynomial regression, multivariable regress...)

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updated 25 days 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 25 days ago

histnc by Marco Borges

Plot a normalized histogram stylized where the PDF is estimated using the area equal one. (histogram, normalized, distribution)

histnc(varargin)

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updated 25 days ago

summarize by Tyler Ransom

This function mimics Stata's summarize command. (statistics, data import)

summarize(x,options)

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updated 25 days ago

Graphical User Interface for Solving Ordinary Differential Equations for In-Vitro Infection by Soumya Banerjee

A graphical user interface to solve a set of ordinary differential equations (in-vitro infection) (data import, data export, gui)

odesolver_outline

odecall_eclipse_tcl_jv_local(target,infected1,...

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updated 25 days ago

Linear congruential random number generator by Michael Chan

Demonstrate the principal idea of getting random bits (random, statistics)

bin2decForBigInt( longBits )

checkBitsPercentages ( binBits )

dec2binForBigInt ( bigInt )

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updated 30 days ago

EllipseFit4HC by Viktor Witkovsky

Estimates the ellipse parameters and their uncertainties (measurement, statistics, heydemann correction)

ellipseFit4HC

ellipseFit4HC_EXAMPLE

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updated 1 month ago

Peak Fitter by Tom O'Haver

Command-line peak fitter for time-series signals. Version 5.5, July, 2014 (chemistry, curve fitting, decomposition)

[FitResults,LowestError,baseline,BestStart,xi,yi,BootResu...

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updated 1 month ago

Wilcoxon rank-sum test and box plots for genes/compounds etc in healthy vs. disease by Soumya Banerjee

Does a Wilcoxon rank-sum test and creates box plot for genes etc in healthy vs. disease individuals (biostatistics, biotech, data import)

wilcoxon_ranksum_boxplot

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updated 1 month ago

t-test and box plots for genes/compounds etc in healthy vs. disease by Soumya Banerjee

Does a t-test and creates box plots for genes/compounds in healthy vs. disease individuals (statistics, biostatistics, biotech)

t_test_boxplot

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updated 1 month ago

healthy_disease_boxplot.zip by Soumya Banerjee

Box plots of measured quantity in healthy vs. disease in two cohorts (statistics, biostatistics, data import)

healthyvsdisease_box_plot_general

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updated 1 month ago

Optimal Blockwise Shrinkage for Image Denoising by Yue Wu

Improving initially denoised using its corresponding noisy observation (image processing, image analysis, statistics)

optBlkShrink( fun, input, nsample, sigma, varagin );

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updated 1 month ago

categoricalBarchart1.zip by Dr. Jens Koopmann

groups categorical data in a bar chart (statistics, bar chartgrouping cat...)

[groups_and_categories,count]=categoricalBarChart(groupla...

Categorical_demo.m

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updated 1 month ago

qqp.m by Sarojkumar

A FUNCTION TO PLOT QQPLOT (statistics)

qqp(x,y,q)

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updated 1 month ago

quant_test.zip by Dr. Jens Koopmann

Data normalization of an 2 dimensional numerical array (statistics, data normalization)

quantnorm( raw_data, option )

quantnorm_tester.m

quantnorm_tester_validationset.m

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updated 1 month ago

MSTATS - a random collection of statistical functions by Maik Stüttgen

Set of functions for statistical analysis (statistics, standard error, confidence interval)

binocof.m

binoform.m

cell2vectors.m

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updated 1 month ago

Robust EEG ERP Classification by Sam Nazari

EEG brain activity classification (classification, detection, machine learning)

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updated 1 month ago

Amino acid conservation.zip by Guangdi Li

Analysis of amino acid conservation using conservation index (conservationstatistic..., amino acid, conservation)

AAConservationIndex( Seq,SimilarityMatrix,AASymbol )

AnalysisInterSequenceDiversity( GenomeSeqA,GenomeSeqB, Ga...

AnalysisIntraSequenceDiversity( GenomeSeq, GagpCutoff )

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updated 1 month ago

Ancestral polytree by Guangdi Li

The code here provides the algorithm of learning ancestral polytree. (mathematics, statistics, modeling)

BFS_LocalPolytree( UPRMatric,MaxNode )

CITest_ChiTwoVar( MI, R, M, a )

ConditionalIndependentMatric( LGObj,a )

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updated 1 month ago

Mean square displacement analysis of particles trajectories by Jean-Yves Tinevez

A MATLAB class for the mean square displacement analysis of particle trajectories, with a tutorial. (measurement, simulation, statistics)

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updated 1 month ago

Linear regression for multiple category data with different slopes for each by Soumya Banerjee

The function does OLS and RMA regression on data that is categorized into two different categories (aerospace, biotech, communications)

regress_plot_twocategories_allslope

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updated 2 months ago

"Pop-in" Analysis From Indentation Tests by David MERCIER

Weibull distribution of "pop-in" observed on load-displ. curves obtained through indentation tests. (statistics, indentation, weibull)

GUI_popin_analysis_from_indentation_test

[maxtab, mintab]=peakdet(v, delta, x)

clean_data(ii_sheet)

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updated 2 months ago

Table class by David Legland

A class for handling data tables together with row and column labels (statistics, data table, data exploration)

Using the Table Class

anova(data, groups, varargin)

anova1(this, factor, varargin)

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updated 2 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 2 months ago

media_dvst_inc.m by Darko

Statistic Analysis (statistics, linear, regression)

media_dvst_inc.m

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updated 2 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 2 months ago

Arsenal F.C. Premier League Predictions by Daniel Grewal

Predictions of football matches over the course of a season using different statistical methods (naive bayes, sports, autoregressive)

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updated 3 months ago

Quandl API Access by Ray

Access and download data from the Quandl database from inside the MATLAB console. (data import, finance, statistics)

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updated 3 months ago

Quantile-Quantile Plot by Christopher Hummersone

Quantile-quantile plot with patch option (statistics, distribution, quantile)

qq_plot(varargin)

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updated 3 months ago

LambertWchi2 by Viktor Witkovsky

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

chi2chf(t,n,d)

lwchi2ConvCdf.m

lwchi2ConvPdf.m

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updated 3 months ago

FDA LDA multiclass by Sultan Alzahrani

Linear discriminant analysis or Fisher's linear discriminant (machine learning, statistics, information theory)

FDA(X,Y,r)

testScript.m

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updated 4 months ago

errorbarjitter by David Stern

Plot mean ± SD alongside jittered raw data (plotting, jitter, statistics)

errorbarjitter.m

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updated 4 months ago

DM3 Slice Player by Dmitry

GUI for DM3 data stacks (gui, statistics, image processing)

DM3SlicePlayer(varargin)

[m sx sy]=ReadDM3_slice(filename,mSize,slice,logfile)

[mSize,sx,sy]=ReadDM3_size(filename,logfile)

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updated 4 months ago

NB_All_Variables.m by Daniel Grewal

mulitclass naive bayes algorithm for predicting football matches (statistics, naive bayesian classi..., prediction)

NB_All_Variables( input_args )

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updated 4 months ago

Plot data with error bars on both x and y axes by Qi An

plot data with error bars along both x and y axes (errorbar, statistics)

errorbarxy.m

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updated 4 months ago

circ_htest.m by Rudy van den Brink

Parametric Hotelling paired sample test for equal angular means. (circular statistics, statistics, hotelling)

circ_htest(alpha1,alpha2,r1,r2)

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updated 4 months ago

Graph Agglomerative Clustering (GAC) toolbox by Wei Zhang

Graph Degree Linkage: Agglomerative Clustering on a Directed Graph. ECCV 2012. (statistics, data exploration, clustering)

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updated 4 months ago

rfitslm by Felipe G. Nievinski

Robust fit of simple linear regression model (ignoring NaNs). (slope, regression, robust)

Theil_Sen_Regress(x,y)

nanrfitslm (x, y)

nanrslope (x, y)

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updated 4 months ago

Two point correlation function of a finite 2D lattice by Ilya Valmianski

Compute the two point correlation function of a finite 2D lattice. (lattice, image processing, statistics)

twopointcorr( x,y,dr,blksize,verbose)

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updated 5 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 5 months ago

Stochastic Weather Generator (WeaGETS) by JIE CHEN

WeaGETS - a Matlab-based daily scale weather generator for generating precipitation and temperature (modeling, simulation, statistics)

FFT_monthly_precip(monthly_observed_P)

FFT_monthly_std_reduction(monthly_observed_P)

FFT_yearly_precip(yearly_observed_P)

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updated 5 months ago

Link variable from MatFile object by Mitchell

Links partial or entire variable from a MatFile object to pass as object (matlab, matfile, save)

matlinkvar

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updated 5 months ago

Confusion matrix, Accuracy, Precision, Specificity, Sensitivity, Recall, F-score by Name

This function evaluates the common performance measures for classification models. (confusion matrix, statistics)

confusionmatStats(group,grouphat)

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updated 5 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 5 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 5 months ago

allan_overlap by M. A. Hopcroft

Calculates overlapping Allan Deviation (ADEV) of a time domain signal. (adev, statistics, frequency stability)

allan_overlap(data,tau,name,verbose)

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updated 6 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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