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Course Plan, Next 2 weeks, Upcomming weeks - Coggle Diagram
Course Plan
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Week 1
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Probability of superiority
Hierarchical models
Shrinkage
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Cohen's d
Student's t-distribution, Groups comparison
Hierarchical models and shrinkage
Comparing groups and the effect size
The Gaussian and student t models
Probabilistic programming PyMC3 primer
Summarizing the posterior
Statistical modeling
Bayes theorem and statistical inference
Probabilities and uncertainty
Single-parameter inference
Choosing priors
Communicating a Bayesian analysis
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Marks Distribution
Quiz (4-8)
10-W
Assignments (4-5)
10-W
Sessional Exams 1
10-W
Sessional Exams 2
20-W
Final Exam
50-W
Next 2 weeks
Upcomming weeks