image thumbnail

updated 3 years ago

New Regression Capabilities in r2012a by Richard Willey

Richard Willey (view profile)

Example code to accompany the "New Regression Capabilities" presentation (linear regression, regression, nonlinear regression)

CurvesSurfaces.m

GLMs.m

Housing.m

image thumbnail

updated 3 years ago

Computational Statistics: Feature Selection, Regularization, and Shrinkage by Richard Willey

Richard Willey (view profile)

MATLAB code for "Computational Statistics: Feature Selection, Regularization, and Shrinkage" (sequential feature se...)

All_Subsets.m

Elastic.m

Lasso_example.m

image thumbnail

updated almost 4 years ago

Data Driven Fitting with MATLAB by Richard Willey

Richard Willey (view profile)

Demostration code and data sets for the "Data Driven Fitting with MATLAB" webinar. (localized regressionl..., localized regression, loess)

fitit(X,Y,varargin)

FititDemo.m

Load_Forecasting.m

image thumbnail

updated almost 4 years ago

Exploring Protein-DNA Binding Sites from Paired-End ChIP-Seq Data by Richard Willey

Richard Willey (view profile)

MATLAB code for the "Exploring Protein-DNA Binding Sites from Paired-End ChIP-Seq Data" webinar. (chipseqbioinformatics...)

chipseqdemo.m

image thumbnail

updated 4 years ago

Fitting with MATLAB: Statistics, Optimization, and Curve Fitting by Richard Willey

Richard Willey (view profile)

Demo code and data for the "Fitting with MATLAB" webinar (poisson regression, logistic regression, orthogonal regression)

evalTumorWeight(t , p)

objFcn(p , tObs, drug)

CensoredData.m

image thumbnail

updated 4 years ago

Introduction to Classification by Richard Willey

Richard Willey (view profile)

Files and code from Computational Statistics: Getting Started with Classification using MATLABĀ® (classificationnaive b..., classification, naive bayes)

WhiteWine.m

image thumbnail

updated 5 years ago

MATLAB code for the nonparametric fitting video by Richard Willey

Richard Willey (view profile)

Use localized regression, cross validation, and the bootstrap for nonparametric fitting. (localized regression, loess, lowess)

ys=mylowess(xy,xs,span)

MTT Nonparametric Fitting Demo.m

image thumbnail

updated 5 years ago

Optimizing breakpoints for Tables by Richard Willey

Richard Willey (view profile)

MATLAB code to support the "Generating Optimal Tables using MATLAB" webinar. (lookup table, table, optimization)

delta2xy(delta,M,Xrange,Yrange)

objFcn(delta,M,Xrange,Yrange,refFitObj,Xr,Yr)

plotCurrentFit(x, optimValues, state, refFitObj,Xrange,Yr...

image thumbnail

updated almost 6 years ago

Computational Statistics Webinar by Richard Willey

Richard Willey (view profile)

Use cross validation and Bootstrap to enhance LOESS (statistics, probability, loess)

ys=mylowess(xy,xs,span)

chole_LOESS.m

Contact us