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This course does not involve any written exams. Students need to answer 5 assignment questions to complete the course, the answers will be in the form of written work in pdf or word. Students can write the answers in their own time. Each answer needs to be 200 words (1 Page). Once the answers are submitted, the tutor will check and assess the work.


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Course Credit:

Course Curriculum

Module: 01
Lecture Number 1 Set Theory Basics and Probability 00:05:00
Lecture Number 2 Introduction to Probability 00:10:00
Lecture Number 3 Expected Values 00:10:00
Lecture Number 4 Random Vectors, Independence 00:10:00
Lecture Number 5 Conditional Probabilities, Baye’s Rule 00:12:00
Module: 02
Lecture Number 6 Likelihood 00:10:00
Lecture Number 7 Distributions 00:10:00
Lecture Number 8 Asymptotics 00:10:00
Lecture Number 9 Confidence Intervals 00:15:00
Lecture Number 10 Confidence Intervals 00:07:00
Module: 03
Lecture Number 11 Presentation of Data 00:15:00
Lecture Number 12 Bootstrapping 00:07:00
Lecture Number 13 Confidence Intervals for Binomial Proportions 00:15:00
Lecture Number 14 Logs and Geometric Means 00:08:00
Lecture Number 15 Hypothesis Testing 00:10:00
Module: 04
Lecture Number 17 Power and sample size and two group tests 00:10:00
Lecture Number 18 Tests for binomial proportions 00:10:00
Lecture Number 19 Two sample binomial tests, delta method 00:08:00
Lecture Number 21 Fisher’s exact tests, Chi-squared tests 00:10:00
Lecture Number 20 Two sample binomial tests, delta method 00:07:00
Module: 05
Lecture Number 22 Fisher’s exact tests, Chi-squared tests 00:15:00
Lecture Number 23 Simpson’s pardox, confounding 00:10:00
Lecture Number 24 Retrospective case-control studies, exact inference for the odds ratio 00:10:00
Lecture Number 25 Methods for matched pairs, McNemar’s, conditional versus marginal odds ratios 00:10:00
Module: 06
Lecture Number 26 Non-parametric tests, permutation tests 00:15:00
Lecture Number 27 Inference for Poisson counts 00:15:00
Lecture Number 28 Multiplicity 00:08:00
Submit Your Assignment 00:00:00
Certification 00:00:00

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