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Probability and Statistics Refresher
Recommended resources
The freely available resources this course will direct you to.
- RULE of SUM and RULE of PRODUCT - DISCRETE MATHEMATICSwww.youtube.com
- Fundamental principle of counting | Permutations and Combinations | Grade 11 | Math | Khan Academywww.youtube.com
- 18.05 S22 All Probability Readingocw.mit.edu
- 9.5 Counting Principles - College Algebra 2e | OpenStaxopenstax.org
- Statistics Lecture 4.7: Fundamental Counting Rule, Permutations and Combinationswww.youtube.com
- Permutation formula | Probability and combinatorics | Probability and Statistics | Khan Academywww.youtube.com
Module 1
Counting from First Principles
Module 2
Advanced Combinatorial Methods
Module 3
Python Essentials for Quantitative Work
Module 4
Probability Axioms and Conditioning
Module 5
Combinatorial Probability in Action
Module 6
Discrete Random Variables and Distributions
Module 7
Continuous and Joint Distributions
Module 8
Dependence, Conditioning, and Probability Limits
Module 9
Simulation and Sampling Distributions
Module 10
Estimation and Confidence Intervals
Module 11
Hypothesis Testing and Statistical Decisions
Module 12