Actuarial Statistics (CS1) Course in eVideo

The aim of Actuarial Statistics (CS1) is to provide a grounding in mathematical and statistical methods that are of relevance for actuarial work. It equips the student with knowledge of statistical distributions, methods to summarise data, the principles of statistical inference, regression models (including generalised linear models) and the fundamental concepts of Bayesian statistics. The subject includes both theory and application of the ideas using R.

Chapters :

1. Probability distributions (2hrs 50mins) View Here USD$
2. Moment Generating Functions (1hr 47mins) View Here USD$
3. Joint distributions (1hr 50mins) View Here USD$
4. Conditional expectation (1hr 41mins) View Here USD$
5. Central Limit Theorem (1hr 46mins) View Here USD$
6. Sampling and statistical inference (1hr 46mins) View Here USD$
7. Point estimation (3hrs 33mins) View Here USD$
8. Confidence intervals (1hr 39mins) View Here USD$
9. Hypothesis testing (3hrs 49mins) View Here USD$
10. Linear regression (1hr 54mins) View Here USD$
11. Generalised linear models (3hr 54mins) View Here USD$
12. Bayesian statistics (1hr 49mins) View Here USD$
13. Empirical Bayes credibility theory (1hr 53mins) View Here USD$

Total video time: 30hrs 11mins

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Check out the article:     What is Actuarial Science

Check out the videos:     Actuarial Exams @ APU Technology Park

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