Strategies to approximate random sampling and assignment Basic concepts and assumptions Methodological alternatives and supplements to random sampling Statistical alternatives and supplements to random sampling Methodological alternatives and supplements to random assignment Statistical alternatives and supplements to random assignment Summary and conclusions