R tips and tricks

• Avoid using for loops in R as much as possible; use apply, sapply, etc., or some R pre-packaged functions such as cumsum and aggregate so that for loops might be avoided.

• Dealing with large dataset:

  • The function fread in the data.table package is very useful.