Random Variables (05 - Joint Probability Distributions)

This video covers the following:
1- Definition of jointly distributed random variables
2- Statistics of jointly distributed discrete random variables
3- Statistics of jointly distributed continuous random variables

0:00:00 Introduction
0:00:30 Jointly Distributed Discrete Random Variables
0:05:57 Example 1 (Joint Discrete RVs)
0:13:19 Marginal Discrete Distributions
0:16:15 Example 1 Continued (Marginal Distributions)
0:19:30 Independence of Discrete Random Variables
0:22:53 Conditional Discrete Probability Distributions
0:25:33 Example 2 (Joint Discrete RVs)
0:35:39 Example 3 (Joint Discrete RVs)
0:42:35 Example 4 (Joint Discrete RVs)
0:47:02 Jointly Distributed Continuous Random Variables
0:48:42 Marginal Continuous Distributions
0:49:45 Independence of Continuous Random Variables
0:50:31 Conditional Continuous Probability Distributions
0:51:33 Example 5 (Joint Continuous RVs)
1:03:52 Example 6 (Joint Continuous RVs)
1:06:44 Example 7 (Joint Continuous RVs)
1:10:53 Expectations and Variances
1:16:12 Covariance and Correlation
1:19:46 Example 8 (Covariance)
1:22:19 Correlation Coefficient
1:24:33 Example 9 (Correlation)
1:29:15 Summary