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updated 1 day ago

Nonstationary Extreme Value Analysis (NEVA) Toolbox by HRL

Nonstationary Extreme Value Analysis (NEVA) (statistics, climate, extreme value analysi...)

GEVQQcheck(DATA,nsite,Now)

GPQQcheck(DATA,nsite)

Mann_Kendall(V,alpha)

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updated 1 day ago

mycorrplot_2 by Wei-Ting Lin

Plot the results of correlation (i.e. corr(X, Y)) in figures with table-like structure. (correlation, circle, visualization)

mycorrplot_2(X,Y,xnames,ynames,type, plotson)

plot_circle(center,radius,facecolor,edgcolor)

X_corrplots_2.m

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updated 2 days ago

GIBBON: The Geometry and Image-Based Bioengineering add-On for MATLAB by Kevin Moerman

GIBBON: The Geometry and Image-Based Bioengineering add-On for MATLAB (bioengineering, finite element, meshing)

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updated 4 days ago

Rapid Centroid Estimation by Mitchell Yuwono

An efficient particle swarm approach for rapid optimization of cluster centroids. (optimization, statistics, data exploration)

RCE(in,k, varargin )

dist2memb(d_mx,m,type)

distmat(in,x,distance, P,M)

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updated 6 days ago

LEACH (Low Energy Adaptive Clustering Hierarchy protocol) by Mohammad Hossein Homaei

A Famous Clustering Routing Protocol in Wireless Sensor Networks (leach, wsn, clustering)

clusterOptimum(netArch, nodeArch, dBS)

createfigure(X1, Y1, Y2, Y3)

dissEnergyCH(clusterModel, roundArch)

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updated 7 days ago

Visualization of correlation results: mycorrplot_1 by Wei-Ting Lin

Plot the results of correlation (i.e. corr(X)) in a figure with table-like structure. (correlation, scatter plot, plot)

mycorrplot_1(X,xnames,type, colorbaron,textin)

plot_circle(center,radius,facecolor,edgcolor)

X_corrplots.m

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updated 8 days ago

Multilevel Mixed-Effects Modeling Using MATLAB by Shashank Prasanna

MATLAB files from the webinar (lme, mixedeffects, randomeffects)

compareForecasts(publicdata, allStates, missingDataStates...

plotForecast(lme,newdata,xdata,group,removeddata)

plotIntervals(Table,Formula,group)

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updated 11 days ago

Mass Univariate ERP Toolbox by David Groppe

Functions for performing and visualizing mass univariate analyses of event-related potentials. (multiple comparisons, tmax, toolbox)

gui_erp.m

save_matmk.m

EEG=bin_info2EEG(EEG_or_fname,blf_fname,save_fname,verble...

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updated 12 days ago

Find Core Toolbox, version 2.0 by David Snyder

MATLAB implementation of the FindCore and FindCore2 algorithms (toolbox, biotech, nmr)

add2pdb_ensemble(pdb_conformations,collected_conformers_in)

deflatten_pdb_conformations(flat_pdb_conformations, num_m...

dlmcell(file,cell_array,varargin)

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updated 18 days ago

Natural Gas Storage Valuation by Ameya Deoras

Demos and files from the webinar (energy trading, energy risk, commodities)

plot2svg.m

plot2svgstring.m

getLocalDateFormat.m

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updated 19 days ago

Youden's Plot by Giuseppe Cardillo

plot a Youden's Plot (plot, specialized, youden)

youdenplot.m

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updated 22 days ago

Ncorr - 2D Digital Image Correlation Software by Justin Blaber

2D-DIC program that uses contiguous circular subsets, biquintic B-spline interp, and complex ROIs (digital image correla..., dic, mechanical)

ncorr_alg_addanalysis(plots_u,plots_v,rois,spacing,num_im...

ncorr_alg_convertanalysis(img_new,imgs_old,plots_u_old,pl...

ncorr_alg_convertseeds(plot_u_old,plot_v_old,plot_u_inter...

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updated 22 days ago

Texture Classification by Vahid K. Alilou

The segmentation-based fractal texture analysis is used to classify different image textures. (image processing)

findBorders( I )

hausDim( I )

makedb(style, level)

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updated 25 days ago

fdt by Antonio Trujillo-Ortiz

Frequency distribution table. (frequency distributio..., frequency table, number of bins)

[y]=fdt(x)

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updated 29 days ago

Violin Plot based on kernel density estimation by Holger Hoffmann

Violin Plot based on kernel density estimation, using default ksdensity (violin plot, bean plot, kernel density)

violin.m

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updated 1 month ago

Chaos test by Ahmed Ben Saïda

A test for chaotic dynamics of a noisy time series based on the Lyapunov exponent. (chaos, lyapunov exponent, bifurcation)

chaostest.m

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updated 1 month ago

AndrasHartmann/gapreconst2 by ahartmann

Reconstruction of Physiological time-series (biotech, blood pressure, ecg)

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updated 1 month ago

AndrasHartmann/HIVid by ahartmann

Identification of HIV time-series (biotech, system identification, dsp)

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updated 1 month ago

AndrasHartmann/gapreconst by ahartmann

Reconstruction of Physiological time-series (filter, ecg, signal processing)

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updated 1 month ago

Improved Digital Image Correlation (DIC) by Elizabeth Jones

Calculate full-field displacements and strains from a set of images with a random speckle pattern. (digital image correla..., experimental mechanic..., noncontact)

...

...

...

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updated 1 month ago

Mixing (MX) Oceanographic Toolbox for EM-APEX float data by Amelie Meyer

Mixing (MX) Oceanographic Toolbox for EM-APEX* float data applying shear-strain parameterization (oceanography, mixing, finescale)

[]=f_plot_T_all(fltlist,run,fig)

[]=mx_grid_initialdata(U,V)

[nn,delnn]=nsq_modbs(s,t,p,dz,lat,varargin)

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updated 1 month ago

MITT by Bruce MacVicar

Multi-Instrument Turbulence Toolbox (hydraulics, turbulence, time seriesdata quali...)

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updated 1 month ago

Regress_Bivariate by Kaustubh Thirumalai

Weighted Linear Regression w (Correlated or Uncorrelated) Errors in Bivariate Data (regression, maximum likelihood es..., bivariate error)

errorbar_x(x, y, l,u,symbol)

Regress_Bivariate

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updated 1 month ago

Sensitivity analysis in Simulink models with Monte Carlo method by Carlos M. Velez S.

Monte Carlo method for sensitivity analysis of Simulink models (monte carlo, sensitivity analysis, simulink)

sens_montecarlo(model,cell_par,N)

PID_montecarlo.m

pendulum_montecarlo.m

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updated 1 month ago

LambertWchi2 by Viktor Witkovsky

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

OneWayModel(IncMatrix,verbose)

lwChi2Cdf.m

lwChi2Cf.m

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updated 1 month ago

boxplotCsub (boxplotC) by Brian Katz

Revised version of boxplotC to allow coloring and subgroup plotting of boxplots. (specialized, plotting, boxplot)

boxplotCsub(x,g,notch,sym,vert,whis,c,fillit,LineWidth,ko...

boxutilC(x,notch,lb,lf,sym,vert,whis,whissw,c,fillit,Line...

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updated 1 month ago

Ornstein Uhlenbeck Simulations and Descretisation error by Ahmos Sansom

Ornstein Uhlenbeck simulations based on simple discretisation and compared to Gillespie solution (finance, simulation, mathematics)

OrnsteinUhlenbeck(nDays, nSims, Seed, mu, s0, vol, theta)

OrnsteinUhlenbeckGillespie(nDays, nSims, Seed, mu, s0, vo...

OrnsteinUhlenbeckReducedTimeStep(nDays, nSims, Seed, mu, ...

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updated 1 month ago

dprime_simple.m by Karin

d' calculation given hit/false alarm rates (d prime, discriminability, signal detection theo...)

dprime_simple(h,fA)

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updated 2 months ago

Spatial-Spectral Schroedinger Eigenmaps by Nathan Cahill

Graph-based dimensionality reduction technique for image data (schroedinger eigenmap..., laplacian eigenmaps, dimensionality reduct...)

adjacencyMatrix(varargin)

createTrainTestData(gtLabels,trainPrct)

schroedingerEigenmap(L,V,beta,numEigs)

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updated 2 months ago

Bland-Altman and Correlation Plot by Ran Klein

Plots a Bland-Altman and correlation plot for two data sets, including data grouping. (statistical analysis, blandaltman, correlation)

BlandAltman(varargin)

Correlation(varargin)

hout=suptitle(varargin)

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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 3 months ago

Machine Learning with MATLAB by Abhishek Gupta

These are the supporting MATLAB files for the MathWorks webinar of the same name. (blackbox modeling, nonparametric, partitional clusterin...)

ImportBankData(filename, startRow, endRow)

NNfun(X,Y)

bubbleplot(x, y, z, siz, col, shape, varargin)

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updated 3 months 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 3 months ago

multiple_boxplot.m by Ander Biguri

Grouped boxplots matlb ploting function (boxplot, grouped, plot)

multiple_boxplot(data,xlab,Mlab,colors)

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updated 4 months ago

A benchmark software for multivariate statistical process control by GIEM

GUI tutorial for understanding the PCA-based MSPC strategy (multivariate statisti..., principal component a..., multivariate control ...)

CreateFeedSignal(tSim,tSample,type,initialValue,ChangeRat...

InterpTemp(t,x,u,flag)

MSPC_SPE(varargin)

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updated 4 months ago

Topological Data Analysis Learning Code by Adam

This code takes a (small) set of data as an input and computes the Betti Numbers of that data. (topological data anal..., data exploration, homology)

TDATesting.m

[SNFForm]=SNF(A)

[Xout,Yout,Zout]=gplot(A,xyz,lc)

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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

Automated EEG Repair Tool by Kristjan-Julius

Automatically detects and repairs EEG data that is noisy or contains artifacts (eeg, interpolation, automatic)

coreEXE( cfg, data )

defineBadNeigh( cfg, eeg_data )

detectionAlgorithm( prestim, freq, eeg_data )

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updated 5 months ago

Tests On Simplified Vine Copulas (TOSVC) by Malte Kurz

A MATLAB toolbox for testing on simplified vine copulas (copulas, vine copulas, paircopula constructi...)

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updated 5 months ago

ecopathlite: a Matlab-based implementation of Ecopath by Kelly Kearney

Reproduces the main mass-balance algorithm from the popular ecosystem modeling tool, Ecopath (ecopath, ecosystem)

calcstanza(A)

cprintf.m

cptcmap(varargin)

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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 5 months ago

Markov_Copula_code.zip by Osvaldo Silva Filho

Markov Switching Copula Model (markov switching, copulas, dependence dynamics)

Clayton_tvp1_CL(theta,data,kappabar)

bivt_tvp1_CL(theta,Zdata,rhobar)

markovclayton_LLF(kappa,data,thetabar)

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updated 5 months ago

Detection, Estimation, and Modulation Theory Part I, 2Ed (Van Trees, Bell, Tian) Solutions & Figures by Kristine Bell

Chapters 2-5 Solution and Figure Files (detection, estimation, filtering)

TwoComplexExponentials2DMax(x,L)

[omega1_hat,omega2_hat]=TwoComplexExponentialsAP(x,L)

[omega1_hat,omega2_hat]=TwoComplexExponentialsEM(x,L)

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updated 6 months ago

Spectral Clustering by Elie

Assemble unknown data into cluster (clustering, cluster, spectral)

spcl(data, nbclusters, varargin)

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updated 6 months ago

LTE Cell Search (from A/D samples to PBCH MIB decoding) by Xianjun Jiao

Decode TDD/FDD LTE PBCH MIB message from 1.92Msps A/D samples. (lte tdlte sdrsoftware...)

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updated 6 months ago

MLIB - toolbox for analyzing spike data by Maik Stüttgen

Set of functions for the basic analysis of spike data from neurophysiological experiments (action potential, spike sorting, peristimulus time his...)

mcheck.m

mnspx.m

mpsth.m

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updated 6 months ago

Hockey stick and climate change by Guido Travaglini

Anthropogenic Global Warming (AGW) debunked by means of Bayesian Calibration (bayesian analysis, calibration gibbs sam...)

Calibrate_CC_2(x,y,draws,grop)

Dagostest(X,alpha)

That=breakestimatek(y,m,k)

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updated 6 months ago

kenders2000/decisionTreeMat2Cpp by Paul

converts TreeBagger class, or ClassificationTree Class to text file for use with included C ++ class (treebagger, classificationtree, matlab coder)

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updated 6 months ago

RGDS_Practical_Guide by Daniel/Ronald

MATLAB routines for the book: "Development of Innovative Drugs via Modeling with MATLAB". (simulation, pharmaceutical, simulink)

AUC

CTSbasics.m

DDEconst

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updated 6 months ago

bootgmregresspi by Antonio Trujillo-Ortiz

Bootstrap Interval Prediction of a Single Value for a Geometric Mean Regression (RMA). (bootstrap, geometric mean regres..., linear regression)

bootgmregresspi.m

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