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Actuarial Science: CS1: Actuarial Statistics 1
Prerequisites
Statistics, Probability, and Random Variable (167:42)
Calculator Tutorials (31:13)
Material and Other Resources
Combined Material Pack - Reading material (Download This)
CS 1 Revision Notes - Past exam questions (Download This)
Details of the material (10:10)
Chapter 1
Chapter 1: Probability Distributions (239:26)
Monte Carlo Simulation (29:10)
Suggested Exam Questions
Chapter 2-4
Chapter 2: Generating Functions (105:05)
Chapter 3: Joint Distribution (215:29)
Chapter 4: Conditional Expectations (48:19)
Suggested Exam Questions
Chapter 5 - 7
Chapter 5: Central Limit Theorem (80:29)
Chapter 6: Sampling and Statistical Inference (106:14)
Chapter 7: Point Estimation (295:16)
Revision Notes Chapter 5 - 7
Doubt Session (56:25)
Chapter 8-9
Chapter 8 Confidence Interval (206:27)
Chapter 9: Hypotheses Testing (291:28)
Misc topics from Chapter 7 & 9 (27:27)
Revision Notes Chapter 8-9
Chapter 10-11
Chapter 10: Data Analysis (113:47)
Chapter 11a: Linear Regression (167:59)
Chapter 11b: Multiple Linear Regression (54:23)
Revision Notes Chapter 10-11
Chapter 12- 15
Chapter 12: Generalised Linear Models (219:05)
Revision Notes Chapter 12
Chapter 13-15
Chapter 13: Bayesian Statistics (132:28)
Chapter 14: Credibility Theory (52:46)
Chapter 15: Empirical Bayes Credibility Theory (93:42)
Revision Notes Chapter 13-15
IAI Past Exam Questions
Type 1 & 2 error questions (41:47)
Chapter 14: Credibility Theory
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