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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 6-9 Solution and Figure Files (detection, estimation, filtering)

Fig7_66.m

Fig9_10_11.m

Fig9_12_13.m

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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 5 months ago

Spectral Clustering by Elie

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

spcl(data, nbclusters, varargin)

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updated 5 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

BlockEdfSignalRasterView by Dennis A. Dean, II, Ph.D.

Utility for viewing EDF headers and signals (european data format, edf, utility)

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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

OptiGear by Gaurav Gupta

MATLAB app for Gear analysis and design (optimization, gear)

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updated 6 months ago

OptiGear by Gaurav Gupta

MATLAB app for Gear analysis and design (optimization, gears)

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updated 6 months ago

OptiGear by Gaurav Gupta

MATLAB app for Gear analysis and design (optimization, gears)

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updated 6 months ago

OptiGear by Gaurav Gupta

MATLAB app for Gear analysis and design (optimization, gears)

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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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updated 6 months ago

gmregresspi by Antonio Trujillo-Ortiz

Interval Prediction of a Single Value for a Geometric Mean Regression-Reduced Major Axis Regression. (predicted interval, geometric mean regres..., linear regression)

gmregresspi.m

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updated 6 months ago

Sound analysis with Matlab Implementation by Hristo Zhivomirov

Time and frequency analysis, measurement of the crest factor, the dynamic range, etc. (signal processing, sound analisys, not a function)

Sound_Analysis.m

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updated 6 months ago

Johnson Curve Toolbox by Dave

Fit a Johnson distribution to non-normal data (curve fitting, johnson distribution, fortran port)

f_johnson_M(mu,sd,skew,kurt)

f_johnson_Q(q1,q2,q3,q4)

f_johnson_aic(X,coef,type)

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updated 7 months ago

Fast hierarchical clustering method - PHA by Yonggang

Performs fast hierarchical clustering using PHA method. (clustering)

PHA_Clustering.m

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updated 7 months ago

App Builder for SimBiology Models by Asawari Samant

Tool to automate the process of creating standalone, model-exploration apps for SimBiology model (simbiology, pkpd, systems biology)

buildApp(inputSet, compileFlag)

createSlider(f, pNum, pInfo)

createUI(model, appName)

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updated 7 months ago

gmregress by Antonio Trujillo-Ortiz

Geometric Mean Regression (Reduced Major Axis Regression). (linear regression, model ii, geometric mean regres...)

gmregress.m

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updated 7 months ago

Retinal Vessel Detection by Gabor Transform and Machine Learning, a Tutorial by ted p teng

A tutorial on detection of retinal vessels by Gabor transform and machine learning (pattern recognition, vessel segmentaion, machine learning)

Gabor_GLM_FEX.m

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updated 7 months ago

Subgroup Comparison by James Barrett

Measures the consistency of subgroup membership (subgroup, clustering, cluster)

SgComp(varargin)

SgCompPlot(W, D, G)

example.m

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updated 7 months ago

gtlamtest by Antonio Trujillo-Ortiz

G 't Lam's test for variance outliers. (homogeneity of varian..., homoscedasticity, generalized cochran c...)

gtlamtest.m

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updated 7 months ago

Compare two proportions (Chi-square) by laurie

A simple Chi-square test to compare two proportions. (chisquare test propor...)

prop_test(X , N, correct)

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updated 7 months ago

gtlaminv by Antonio Trujillo-Ortiz

Inverse of the G 't Lam's one and two-sided cumulative distribution function (cdf). (anova, homogeneity of varian..., cochran c)

gtlaminv.m

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updated 7 months ago

gtlamcdf by Antonio Trujillo-Ortiz

G 't Lam's cumulative distribution function. (homogeneity of varian..., cochransc statistic, generalized cochrans ...)

gtlamcdf.m

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updated 8 months ago

Latin Hypercube by Nassim Khaled

lhsdesign_modified generates latin hypercube samples (latin, hypercube, doe)

[X_scaled,X_normalized]=lhsdesign_modified(n,min_ranges_p...

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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

hpmixed by Viktor Witkovsky

REML based fitting of the linear mixed effects models with a simple variance covariance structure (statistics, lme, mixed effects)

Example_01_SplitPlotData

getFisherInfApprox(lmefit,options)

getFisherInfExact(lmefit,options)

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updated 8 months ago

Infrared Image Software (IRIS) by Kevin Hellemans

FTIR Image Data Processing (ftir, gui, chemistry)

CLUSTERWINDOW (varargin)

CMEANSWINDOW (varargin)

IRIS.m

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updated 9 months ago

SINR-based k-coverage probability in cellular networks by H. P. Keeler

Calculating the k-coverage probability with Poisson process-based cellular network models. (sinr, coverage probability, cellular networks)

CovPFade=funProbCovFade(tValues,betaConst,x)

In=funIn(betaConst,n,x)

Jn=funJn(Tn,betaConst,n,numbMC)

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updated 9 months ago

Semideviation by Abdulaziz Alhouti

Estimates the downside and upside deviations (finance, investment, statistics)

[LowerSTD UpperSTD]=semistd(x)

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updated 9 months ago

chi2cont by Mark

chi2cont performs a chi-square test for an m-by-n contingency table (chisquare, statistics, frequency)

chi2cont(x,varargin)

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updated 9 months ago

REGRESSION ANALYSIS. by Gentian Zavalani

Applications of regression analysis (statistics, analysis, regression)

cpodaf(unnamed1)

createFit(LP,LS)

Model.m

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updated 9 months ago

Cochran–Armitage test by Alexander

Cochran–Armitage test for trend in proportions (statistics)

[p_CA,stats]=cochran_arm(x,w)

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updated 10 months ago

Parallel Analysis (PA) to for determining the number of components to retain from PCA. by Hanan Shteingart

component is retained if the associated eigenvalue is bigger than the 95th of the distribution of ei (pca)

pa_test.m

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updated 10 months ago

beam pattern by Partha Pratim Basumallick

analyses the pattern of a beam (image processing)

beampattern.m

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updated 10 months ago

GARCH,EGARCH,NAGARCH,GJR models and implicit VIX by Luis Espejo

Estimate GARCH/EGARCH/NAGARCH/GJR parameters from a time series of prices , rates and VIX value. (garch, vix, calibration)

Futures

Models

egarchmodel

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updated 10 months ago

Predictive model calibration by Michael Weidman

A script exploring 3 useful concepts in predictive models (monte carlo, bootstrap, bootstrapping)

plotCalibrations(pctThresholds, calib1, calib5, calib10, ...

plotForecasts(simPrices, simStartDate, actualPrices)

CalibrationScript.m

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updated 10 months ago

Backtracking Search Optimization Algorithm by PINAR CIVICIOGLU

A new swarm-based global optimization algorithm for real valued numerical optimization problems. (optimization, signal processing, image processing)

FoxHoles(x,mydata)

[fname,fnc,low,up,dim]=setttingOfBenchmarkFnc(i)

ackley(x,mydata)

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updated 10 months ago

Image segmentation results similarity measure Jaccard co-efficient(JC) by Arumugam G

This function computes the similarity between segmented and ground truth image. (jaccard coefficient)

jaccard_coefficient(img_Orig,img_Seg)

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updated 10 months ago

MATLAB for R Users in Computational Finance by Ameya Deoras

Learn how to use MATLAB and R together to tackle your computational needs (r, rstudio, time series)

Backtest Moving Average RSI Combo Strategy

Optimizing Market Risk using Copula Simulation

blsapp()

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updated 11 months ago

Introduction to MATLAB for Machine Learning by Kristen

Includes a guide to getting started with MATLAB and builds to applying machine learning techniques. (machine learning, statistics, tutorial)

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updated 11 months ago

Natural Gas Storage Optimization & Intrinsic Valuation by Ameya Deoras

Calculate optimal injection/withdrawal schedules for gas storage facility (energy trading)

Intrinsic Storage Optimization

Natural Gas Storage Optimization & Intrinsic Valuation

createConstraints(facility, N, daysInMonth, startVol, end...

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updated 11 months ago

CVaR Portfolio Optimization by Seth DeLand

Conditional Value at Risk (CVaR) portfolio optimization with the PortfolioCVaR object (portfolio optimizatio..., cvar, conditional value at ...)

CVaRPortfolioOptimizationExample.m

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updated 11 months ago

percentilePlot: Plot Any Percentile for Time Series Data by Kirk

Plot specific percentile for any 2d or 1d data set. (statistics, distribution, plot)

colorSpectrum(N)

percentilePlot(Data,varargin)

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updated 11 months ago

Working with Time-Series Data in MATLAB by Abhaya

These are the example files for the webinar: "Working with Time-Series Data in MATLAB". (data exploration, interpolation, data import)

createfigure(X1, Y1)

ausmap.m

format_data.m

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updated 11 months ago

Levene's test for homogeneity of variance by Aaron Schurger

Tests for differences in variance between different subsets of data. (statistics, variance, anova)

levenes(data,grp)

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updated 11 months ago

Algorithmic Trading | Moving Average Crossover Strategy with WFAToolbox by WFAToolbox

The classical technical analysis strategy for an advanced algorithmic trading GUI - WFAToolbox (finance, gui, trading)

MAcross_strategy(x,price)

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updated 11 months ago

randanova2 by David Stern

Perform permutation test to estimate P-value for two-way ANOVA (anova, statistics, permutation)

randanova2(m,groups,num,interaction)

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