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Course Weekly Lecture Plan

Week Topic
1 Statistical concepts and terminology
2 Fundamentals of probability
3 Gathering and collecting data
4 Random variables, distributions
5 Summarising and describing data
6 Expectation, variance
7 Introduction to regression
8 Sample mean, central limit theorem
9 Confidence intervals and hypothesis testing.
10 Causality
11 Analysing randomised experiments
12 The linear model
13 Practical issues in running regressions
14 Visualising data
 
 
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