STAT2001 Revision Summaries
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STAT2001 Weekly Topics
CH05 : Multivariate Distributions
CH02 : Probability
CH03 : Discrete R.V.
Known Discrete Distributions
Measures Related to Distribution
CH04 : Continuous R.V.
Known Continuous Distributions
Expectations
CH05 : Multivariate Distributions
Introduction
Joint Continuous Distribution & Expectations (2)
CH06 : Functions of Random Variables
CH07 : Sampling Distributions and Central Limit Theorem
Sum of Continuous Random Variables [Optional]
CH08 : Estimation
Point Estimation
Evaluation Metrics
Interval Estimation
Estimation via Monte Carlo Methods
Coverage Test (Optional)
CH09 : Properties of Point Estimators & Methods of Estimation
Properties of Point Estimators
Methods of Estimations
CH16 : Bayesian Methods
Simulation
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Multivariate Distributions
Published
Sunday Jun 8, 2025
1
Learning Goals
More than one random variable
Joint PMF/PDF or CDF
Both Discrete and Continuous
Expectations, Variance, etc.
Expectations
Introduction