Lecture 4: Joint Distributions | XP Actuarial

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SOA Exam P/CAS Exam 1: Probability for Actuaries Part 2

Section 1: Probability for Actuaries: Part 2 - Introduction

Lecture 1: Probability for Actuaries: Part 2 - Introduction (4:00)
Lecture 2: Study Manual Download
Lecture 3: Online Resources

Section 2: Joint Distributions and Related Topics

Lecture 4: Joint Distributions (29:30)
Lecture 5: Marginal Distributions (15:22)
Lecture 6: Conditional Distributions (17:36)
Lecture 7: Expected Values (25:34)
Lecture 8: Variance, Covariance and Correlation (43:10)
Lecture 9: Independence (13:47)
Lecture 10: Moment Generating Functions (15:26)
Lecture 11: Law of Total Expectation (12:49)

Section 3: Transformations

Lecture 12: Single Random Variables - Discrete Case (15:00)
Lecture 13: Single Random Variables - Continuous Case (26:46)
Lecture 14: Joint Random Variables (25:58)

Section 4: Distribution of Sums of Random Variables

Lecture 15: Convolution Method (30:12)
Lecture 16: Common Distributions (20:40)
Lecture 17: Other Topics (12:33)

Section 5: Advanced Topics

Lecture 18: Distribution of the Max or Min of Independent Random Variables (22:31)
Lecture 19: Order Statistics (14:26)
Lecture 20: Central Limit Theorem (25:25)
Lecture 21: Bivariate Normal Distribution (16:48)

Section 6: Insurance Concepts

Lecture 22: Introduction to Insurance (5:42)
Lecture 23: Deductibles (18:33)
Lecture 24: Policy Limits (15:55)
Lecture 25: Coinsurance / Proportional Insurance (16:15)
Lecture 26: Security Loading (6:41)

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Lecture 4: Joint Distributions

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