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updated almost 3 years ago

Fit GLM with quadratic penalty by Patrick Mineault

Fits GLM with a quadratic penalty, determines hyperparams through cross-validation or evidence (glm, generalized linear mo..., maximum a posteriori)

crossValidate(y,X,lambda0,fitfun,valfun,folds,opts)

cvglmfitqp(y,X,qf,folds,opts)

evalGlmLikelihood(y,X,w,b,family,familyextra,weights)

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updated 3 years ago

Boosted Generalized Additive Models (bgam) package by Patrick Mineault

Boosting for the Generalized Additive and Linear Models (GAM and GLM). (glm, gam, generalized linear mo...)

fitbgam(y,X,trainer,fitParams)

fitcvbgam(y,X,trainer,fitParams,folds)

bgam.CVFit

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updated 4 years ago

MANCOVAN by William Gruner

Tools for Multivariate Analysis (Statistics Toolbox NOT Required) (anova, ancova, anovan)

mC2X(covariates, offset, options, columns)

mCC2X(covariates, offset, options, columns)

mDemoA

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updated 15 years ago

glmlab by Peter Dunn

glmlab is a set of m-files for using MATLAB for analysing generalised linear models. (statistics, probability, linear)

A=diagm(D,B)

X=fac(x,aszero)

[b,mu,xtwx,devlist,l,eta]=irls(y,x,m)

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