COURSE·ECON1003

Probability & Statistics

Quantitative Methods & Mathematics

16 Chapters

Offered in

EconomicsECON1003coreAll streams
Finance & Quantitative FinanceFQF1005coreQuantitative Finance

Chapters

Ch 1FREE

Probability Spaces and Axiomatic Foundations

17 min

Ch 2FREE

Conditional Probability and Independence

16 min

Ch 3

Random Variables and Distribution Functions

12 min

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Ch 4

Common Discrete Probability Distributions

13 min

Ch 5

Common Continuous Probability Distributions

13 min

Ch 6

Multivariate Distributions and Random Vectors

13 min

Ch 7

Transformations and Sums of Random Variables

13 min

Ch 8

Expected Value, Variance, and Moments

13 min

Ch 9

Covariance and Correlation

12 min

Ch 10

Asymptotic Events and the Laws of Large Numbers

16 min

Ch 11

The Central Limit Theorem and Normal Approximations

12 min

Ch 12

Statistical Models and Principles of Inference

12 min

Ch 13

Point Estimation Methods

13 min

Ch 14

Fundamentals of Hypothesis Testing

14 min

Ch 15

Confidence Intervals

14 min

Ch 16

Paradoxes and Random Walk Phenomena

16 min