Simulation

Receiver Operator Characteristic Curves

Simple explanation of ROC and discrimination in classifier models

Inverse transform sampling

Goes through how to generate random numbers from an arbitrary distribution.

Simulating Lung Cancer Incidence data in R

Simulating a lung cancer incidence data set in R.