Exam P_1

Exam P_1

1. Algebra & Calculus

   • Set Theory
   • Limits & Continuity
   • Differentiation

2. General Probability

   • Basic Probability
   • Addition & Multiplication rules
   • Permutations & Combinations
   • Conditional & Independence
   • Bayes Theorem

3. Univariate Probability Distn

   • Random Variables
   • Expectation (Moments)
   • Discrete Distributions
   • Continuous Distributions

4. Multivariate Probability Dist

   • Joint, Marginal & Conditional
   • Central Limit Theorem
   • Moment Generating Functions
   • Transformations