Workshop in Probability and Statistics
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What Will I Learn?
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Course Curriculum
Basic Probability and Terminology
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Fundamentals of Probability00:01:03
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Events and Complements00:00:00
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Measures of Central Tendency00:00:00
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Variance & Standard Deviation00:02:15
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Search Sort Algorithms
Joint and Conditional Probability
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Compound Probability and Independent Events00:01:36
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Joint and Marginal Probabilities00:01:00
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Comprehension Check 2.400:00:00
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Problem Set 2 Walkthrough00:01:00
Bayes’ Rule & Random Variables
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Permutations and Combinations00:02:15
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Conditional Probability Challenge Question00:02:15
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Expected Value00:01:36
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Random Variables and Probability Distributions00:01:00
Multiple Regression
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Dummy and Time-Lagged Variables
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Multiple Regression Case Study00:00:00
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Analysis of Variance (ANOVA)00:01:36