Probability Distributions (http://bit.ly/RProbability)




Statistical Tests (http://bit.ly/RStatTests)




Machine Learning (http://bit.ly/RMachine)




Decision Trees




Optimization and Mathematical Programming (http://bit.ly/ROptim)




Signal Processing (http://bit.ly/RSignal)




Simulations and Random Number Generation (http://bit.ly/RSimulation)




Linear Models (http://bit.ly/RModeling)




Multivariate Statistics




State Space Models




Smoothing and Pspline Techniques




Design of Experiments (DoE) & Analysis of Experimental Data




Time Series Analysis




Survival Analysis




Spatial statistics




Robust Statistical Methods




Principal Components Analysis




Ensemble Models




Bootstap Methods




Agent Based Modeling




Data Mining best practices




Reproducible research




Social Network Analysis




Monte Carlo Methods




Bayesian Methods




Imputation and Missing data



