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Title: GitHub - m-clark/Miscellaneous-R-Code: Code that might be useful to others for learning/demonstration purposes, specifically along the lines of modeling and various algorithms. **Superseded by the models-by-example repo**.

Open Graph Title: GitHub - m-clark/Miscellaneous-R-Code: Code that might be useful to others for learning/demonstration purposes, specifically along the lines of modeling and various algorithms. **Superseded by the models-by-example repo**.

X Title: GitHub - m-clark/Miscellaneous-R-Code: Code that might be useful to others for learning/demonstration purposes, specifically along the lines of modeling and various algorithms. **Superseded by the models-by-example repo**.

Description: Code that might be useful to others for learning/demonstration purposes, specifically along the lines of modeling and various algorithms. **Superseded by the models-by-example repo**. - m-clark/Miscellaneous-R-Code

Open Graph Description: Code that might be useful to others for learning/demonstration purposes, specifically along the lines of modeling and various algorithms. **Superseded by the models-by-example repo**. - m-clark/Mis...

X Description: Code that might be useful to others for learning/demonstration purposes, specifically along the lines of modeling and various algorithms. **Superseded by the models-by-example repo**. - m-clark/Mis...

Opengraph URL: https://github.com/m-clark/Miscellaneous-R-Code

X: @github

direct link

Domain: patch-diff.githubusercontent.com

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https://patch-diff.githubusercontent.com/m-clark/Miscellaneous-R-Code/commits/master/
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README.mdhttps://patch-diff.githubusercontent.com/m-clark/Miscellaneous-R-Code/blob/master/README.md
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READMEhttps://patch-diff.githubusercontent.com/m-clark/Miscellaneous-R-Code
https://www.tidyverse.org/lifecycle/
https://patch-diff.githubusercontent.com/m-clark/Miscellaneous-R-Code#miscellaneous-mostly-r-code
a more organized documenthttps://m-clark.github.io/models-by-example/
herehttps://m-clark.github.io/models-by-example/
my websitehttps://m-clark.github.io
my websitehttps://m-clark.github.io
https://patch-diff.githubusercontent.com/m-clark/Miscellaneous-R-Code#model-fitting
standard linear regressionhttps://github.com/m-clark/Miscellaneous-R-Code/blob/master/ModelFitting/standard_lm.R
standard logistic regressionhttps://github.com/m-clark/Miscellaneous-R-Code/blob/master/ModelFitting/standard_logistic.R
penalized regressionhttps://github.com/m-clark/Miscellaneous-R-Code/blob/master/ModelFitting/penalized_ML.R
lasso regressionhttps://github.com/m-clark/Miscellaneous-R-Code/blob/master/ModelFitting/lasso.R
ridge regressionhttps://github.com/m-clark/Miscellaneous-R-Code/blob/master/ModelFitting/ridge.R
newton and IRLShttps://github.com/m-clark/Miscellaneous-R-Code/blob/master/ModelFitting/newton_irls.R
(Python)https://github.com/m-clark/Miscellaneous-R-Code/blob/master/ModelFitting/nelder_mead.py
(R)https://github.com/m-clark/Miscellaneous-R-Code/blob/master/ModelFitting/nelder_mead.R
gradient descenthttps://github.com/m-clark/Miscellaneous-R-Code/blob/master/ModelFitting/gradient_descent.R
(stochastic)https://github.com/m-clark/Miscellaneous-R-Code/blob/master/ModelFitting/stochastic_gradient_descent.R
(R)https://github.com/m-clark/Miscellaneous-R-Code/blob/master/ModelFitting/Mixed%20Models/one_factor_RE.R
(Julia)https://github.com/m-clark/Miscellaneous-R-Code/blob/master/ModelFitting/Mixed%20Models/one_factor_RE.jl
(Matlab)https://github.com/m-clark/Miscellaneous-R-Code/blob/master/ModelFitting/Mixed%20Models/one_factor_RE.m
(R)https://github.com/m-clark/Miscellaneous-R-Code/blob/master/ModelFitting/Mixed%20Models/twofactorRE.R
(Julia)https://github.com/m-clark/Miscellaneous-R-Code/blob/master/ModelFitting/Mixed%20Models/twofactorRE.jl
(Matlab)https://github.com/m-clark/Miscellaneous-R-Code/blob/master/ModelFitting/Mixed%20Models/twofactorRE.m
mixed model via MLhttps://m-clark.github.io/docs/mixedModels/mixedModelML.html
bivariate probithttps://github.com/m-clark/Miscellaneous-R-Code/blob/master/ModelFitting/bivariateProbit.R
heckman selectionhttps://github.com/m-clark/Miscellaneous-R-Code/blob/master/ModelFitting/heckman_selection.R
tobithttps://github.com/m-clark/Miscellaneous-R-Code/blob/master/ModelFitting/tobit.R
naive bayeshttps://github.com/m-clark/Miscellaneous-R-Code/blob/master/ModelFitting/naivebayes.R
multinomial regressionhttps://github.com/m-clark/Miscellaneous-R-Code/blob/master/ModelFitting/multinomial.R
ordinal regressionhttps://github.com/m-clark/Miscellaneous-R-Code/blob/master/ModelFitting/ordinal_regression.R
quantile regressionhttp://htmlpreview.github.io/?https://github.com/m-clark/Miscellaneous-R-Code/blob/master/ModelFitting/quantileRegression.html
marginal structural modelhttps://github.com/m-clark/Miscellaneous-R-Code/blob/master/ModelFitting/ipw.R
cubic splinehttps://github.com/m-clark/Miscellaneous-R-Code/blob/master/ModelFitting/cubicsplines.R
hurdle poissonhttps://github.com/m-clark/Miscellaneous-R-Code/blob/master/ModelFitting/hurdle.R
hurdle negbinhttps://github.com/m-clark/Miscellaneous-R-Code/blob/master/ModelFitting/hurdle.R
zero-inflated poissonhttps://github.com/m-clark/Miscellaneous-R-Code/blob/master/ModelFitting/poiszeroinfl.R
zero-inflated negbinhttps://github.com/m-clark/Miscellaneous-R-Code/blob/master/ModelFitting/NBzeroinfl.R
Cox survivalhttps://github.com/m-clark/Miscellaneous-R-Code/blob/master/ModelFitting/survivalCox.R
confirmatory factor analysishttps://github.com/m-clark/Miscellaneous-R-Code/blob/master/ModelFitting/cfa_ml.R
Markov modelhttps://github.com/m-clark/Miscellaneous-R-Code/blob/master/ModelFitting/markov_model.R
(R)https://github.com/m-clark/Miscellaneous-R-Code/blob/master/ModelFitting/hmm_viterbi.R
(Python)https://github.com/m-clark/Miscellaneous-R-Code/blob/master/ModelFitting/hmm_viterbi.py
EM mixture univariatehttps://github.com/m-clark/Miscellaneous-R-Code/blob/master/ModelFitting/EM%20Examples/EM%20Mixture.R
EM mixture multivariatehttps://github.com/m-clark/Miscellaneous-R-Code/blob/master/ModelFitting/EM%20Examples/EM%20Mixture%20MV.R
EM probithttps://github.com/m-clark/Miscellaneous-R-Code/blob/master/ModelFitting/EM%20Examples/EM%20algorithm%20for%20probit%20example.R
EM pcahttps://github.com/m-clark/Miscellaneous-R-Code/blob/master/ModelFitting/EM%20Examples/EM%20for%20pca.R
EM probabilistic pcahttps://github.com/m-clark/Miscellaneous-R-Code/blob/master/ModelFitting/EM%20Examples/EM%20algorithm%20for%20ppca.R
with missinghttps://github.com/m-clark/Miscellaneous-R-Code/blob/master/ModelFitting/EM%20Examples/EM%20algorithm%20for%20ppca%20with%20missing.R
EM state space modelhttps://github.com/m-clark/Miscellaneous-R-Code/blob/master/ModelFitting/EM%20Examples/EM%20for%20state%20space%20unobserved%20components.R
Gaussian Process noisyhttps://github.com/m-clark/Miscellaneous-R-Code/blob/master/ModelFitting/gp%20Examples/gaussianprocessNoisy.R
Gaussian Process noise-freehttps://github.com/m-clark/Miscellaneous-R-Code/blob/master/ModelFitting/gp%20Examples/gaussianprocessNoiseFree.R
reproducing kernel hilbert space regressionhttps://github.com/m-clark/Miscellaneous-R-Code/blob/master/ModelFitting/RKHSReg/RKHSReg.md
extreme learning machinehttps://github.com/m-clark/Miscellaneous-R-Code/blob/master/ModelFitting/elm.R
Chinese restaurant process, Indian buffet processhttps://github.com/m-clark/Miscellaneous-R-Code/blob/master/ModelFitting/crp.R
One-line models (an exercise)https://github.com/m-clark/Miscellaneous-R-Code/blob/master/ModelFitting/one_line_models.R
https://patch-diff.githubusercontent.com/m-clark/Miscellaneous-R-Code#bayesian-mostly-with-stanrstan
BEST t-testhttps://github.com/m-clark/Miscellaneous-R-Code/blob/master/ModelFitting/Bayesian/rstant_testBEST.R
linear regressionhttps://github.com/m-clark/Miscellaneous-R-Code/blob/master/ModelFitting/Bayesian/rstan_linregwithprior.R
BUGS versionhttps://github.com/m-clark/Miscellaneous-R-Code/blob/master/ModelFitting/Bayesian/bugs_linreg.R
JAGShttps://github.com/m-clark/Miscellaneous-R-Code/blob/master/ModelFitting/Bayesian/jags_linreg.R
mixed modelhttps://github.com/m-clark/Miscellaneous-R-Code/blob/master/ModelFitting/Bayesian/rstan_MixedModelSleepstudy.R
mixed model with correlated random effectshttps://github.com/m-clark/Miscellaneous-R-Code/blob/master/ModelFitting/Bayesian/rstan_MixedModelSleepstudy_withREcorrelation.R
beta regressionhttps://github.com/m-clark/Miscellaneous-R-Code/blob/master/ModelFitting/Bayesian/rstanBetaRegression.R
(Stan)https://github.com/m-clark/Miscellaneous-R-Code/blob/master/ModelFitting/Bayesian/rstan_MixedModelBetaRegression.R
(JAGS)https://github.com/m-clark/Miscellaneous-R-Code/blob/master/ModelFitting/Bayesian/jags_MixedModelBetaRegression.R
mixture modelhttps://github.com/m-clark/Miscellaneous-R-Code/blob/master/ModelFitting/Bayesian/rstan_MixtureModel.R
topic modelhttps://github.com/m-clark/Miscellaneous-R-Code/blob/master/ModelFitting/Bayesian/topicModelgibbs.R
multinomial modelshttps://github.com/m-clark/Miscellaneous-R-Code/blob/master/ModelFitting/Bayesian/multinomial
multilevel mediationhttps://github.com/m-clark/Miscellaneous-R-Code/blob/master/ModelFitting/Bayesian/rstan_multilevelMediation.R
variational bayes regressionhttps://github.com/m-clark/Miscellaneous-R-Code/blob/master/ModelFitting/Bayesian/variationalBayesRegression.Rmd
gaussian processhttps://github.com/m-clark/Miscellaneous-R-Code/blob/master/ModelFitting//gp%20Examples/gaussianProcessStan.Rmd
stochastic volatilityhttps://github.com/m-clark/Miscellaneous-R-Code/blob/master/ModelFitting/Bayesian/stochasticVolatility.R
horseshoe priorhttps://github.com/m-clark/Miscellaneous-R-Code/blob/master/ModelFitting/Bayesian/horseshoe/README.md
item response theoryhttps://github.com/m-clark/Miscellaneous-R-Code/blob/master/ModelFitting/Bayesian/StanBugsJags/IRT_models
https://patch-diff.githubusercontent.com/m-clark/Miscellaneous-R-Code#sc-and-tr
Workshopshttps://github.com/m-clark/Workshops
docshttps://github.com/m-clark/docs
workshopshttp://m-clark.github.io/workshops/
documentshttp://m-clark.github.io/documents/
https://patch-diff.githubusercontent.com/m-clark/Miscellaneous-R-Code#other
(R)https://github.com/m-clark/Miscellaneous-R-Code/blob/master/Other/fizzbuzz.R
(julia)https://github.com/m-clark/Miscellaneous-R-Code/blob/master/Other/fizzbuzz.jl
(Python)https://github.com/m-clark/Miscellaneous-R-Code/blob/master/Other/fizzbuzz.py
(R)https://github.com/m-clark/Miscellaneous-R-Code/blob/master/Other/Programming_Shenanigans/stringReverseRecursively.R
(Python)https://github.com/m-clark/Miscellaneous-R-Code/blob/master/Other/Programming_Shenanigans/stringReverseRecursively.py
(R)https://github.com/m-clark/Miscellaneous-R-Code/blob/master/Other/Programming_Shenanigans/wordWrap.R
(Python)https://github.com/m-clark/Miscellaneous-R-Code/blob/master/Other/Programming_Shenanigans/wordWrap.py
calculate compound interest recursivelyhttps://github.com/m-clark/Miscellaneous-R-Code/blob/master/Other/Programming_Shenanigans/compound.R
get US Congress roll call datahttps://github.com/m-clark/Miscellaneous-R-Code/blob/master/Other/getRollCall.R
(R)https://github.com/m-clark/Miscellaneous-R-Code/blob/master/Other/xkcdscrape.R
(Python)https://github.com/m-clark/Miscellaneous-R-Code/blob/master/Other/xkcdscrape.py
Shakespearean Insulterhttps://github.com/m-clark/Miscellaneous-R-Code/blob/master/Other/shakespeareanInsulter.R
ggplot2 themehttps://github.com/m-clark/Miscellaneous-R-Code/blob/master/Other/ggtheme.R
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