Lecture Notes
Ch. 2: Elementary Probability Theory
Ch. 3: Random Variables
Ch. 4: Discrete Distributions
Ch. 6: Mathematical Statistics
Ch. 7 & 8 : Normal Theory Based One and Two Sample Problems
Last Few Chs.: ANOVA, Regression & ANOCOVA