This chapter explains how to perform parallel computation in Rcpp, with a particular focus on the OpenMP API and the RcppParallel R package.

The chapter consists of the following sections:

• 1. Using OpenMP in Rcpp
• 2. RcppParallel
• 3. Exercise on parallel local regression