Review of statistical distributions, simple comparative experiments, experiments with a single factor, analysis of variance, randomized blocks, latin squares, and related designs, incomplete block designs, Factorial designs, confounding in factorial designs, Two-level fraction factorial designs, Multi-factor experiment and nested designs.