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Biostatistics Methods – Part 2 ( 9 REVIEWS )
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Assessment This course does not involve any written exams. Students need to answer 5 assignment questions to complete the course, …
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LEVEL 2 - CERTIFICATE COURSE BADGE COURSE CERTIFICATE
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4 HOURS, 42 MINUTES
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Assessment 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 CURRICULUM
Module: 01
Lecture Number 1 Set Theory Basics and Probability
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00:05:00
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Biostatistics Methods – Part 2 - Edukite
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 Con dence Intervals
00:15:00
Lecture Number 10 Con dence 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 Con dence 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
00:10:00
Module: 04
Lecture Number 17 Power and sample size and two group tests
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Biostatistics Methods – Part 2 - Edukite
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
Assessment
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