Of the numerous available statistical methods, the list below presents a selection of procedures I am familiar with. It contains common and widely used methods (e.g., various tests or linear regression models), as well as advanced techniques (e.g., mixed-models) that I know in-depth. The grouping reflects the different data structures encountered in research.
Analysis of Continuous Data
Analysis of Categorical Data
Analysis of Count Data
Survival or Failure or Reliability Analysis
Reliability of Measurements and Raters