Techniques

Data cleaning
garbage in, data out
Scale construction
How to create and validate scales
Factor Analysis
Identifying latent dimensions in scales
Controlling for confounders
Using multiple regression to better test causal relationships
Mediation Analyses
Conducting simple mediation analyses in R
Standardization
Transforming variables to a common scale