This Probability video covers 35 topics in over 24 hours. This prob video is made by working out numerous examples in easy to follow, logical steps. The topics covered include principle of counting, Bayes' formula, expected values and Chebyshev's inequality and more. Each topic is covered thoroughly to give a student the understanding to work out problems on their own. The video is a great resource in any statistics course and will insure student’s success.
Topics in Video- Over 24 Hours- 35 Topics
1 Principle of Counting
2 Permutations 3 Combinations 4 More Combination and Permutation problems 5 Sample Space and Events 6 Axioms of Prob. 7 Simple Propositions 8 Sample spaces with equally likely outcomes 9 Prob. as a Continuous Set Function 10 Conditional Prob. 11 Bayes' Formula 12 Independent Events 13 Random Variables 14 Distribution Function 15 Expected Values 16 Expectation of a function of a Random Variable 17 Variance 18 Binomial Random Variables 19 Properties of Binomials Random Variables 20 Poisson Random Variable 21 Geometric Random Variables 22 Hypergeometric Random Variables 23 Negative Binomial Random Variables 24 lntro To Continuous Random Variables 25 Expectation of a Continuous Random Variables 26 Uniform Random Variables 27 Normal Random Variables 28 Jointly Distributed Random Variables 29 Independent Random Variables 30 Sum of Independent RV 31 Conditional Distribution-Discrete Case 32 Conditional Distribution-Continuous Case 33 Expectation of Sums of Random Variables 34 Covariance, Variance of Sums 35 Chebyshev's Inequality and the weak law of large numbers |