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updated 2 years ago

SLM - Shape Language Modeling by John D'Errico

Least squares spline modeling using shape primitives (spline, splines, cubic)

slm_tutorial

hermite2slm(harray)

lse(A,b,C,d,solverflag,weights)

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updated almost 3 years ago

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

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

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updated 3 years ago

Introduction to Classification by Richard Willey

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

WhiteWine.m

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updated almost 4 years ago

MATLAB code for the nonparametric fitting video by Richard Willey

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

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updated 4 years ago

Pivot/unPivot by Oleg Komarov

Group a flat dataset into pivot table and unpivot it back (pivot, unpivot, stack)

PIVOT AND UNPIVOT: a user's guide

Pivot(In,Fun,noHeaders,Pad)

unPivot(In,dim,rmPad)

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updated 4 years ago

Optimizing breakpoints for Tables by Richard Willey

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...

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