Appendices
The following sections are included:
A. Appendix: Background
A.1. Notation
A.2. Basic Probability Theory
A.3. Standard Probability Distributions
A.4. Infinite Series and Limits
A.5. Bounded, Finite, and Infinite
A.6. Conditioning
A.7. Convergence of Random Variables
A.8. Continuity of Probabilities
A.9. Exchanging Sums and Expectations
A.10. Exchanging Expectations and Limits
A.11. Exchanging Limits and Sums
A.12. Basic Linear Algebra
A.13. Miscellaneous Math Facts
B. Bibliography for Further Reading
C. Solutions to Problems Marked [sol]