Homepage of SMD: STATISTICAL METHODS (Math. Theory with Data Science Applications), BSM (2023) with supplementary material to the C.R. Rao centenary (2020) No class on 26th September, from 28th September the classes will be in the neighboring classroom 106.

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• Course syllabus, homepage and contact details of the lecturer
• Grading system
• Homework exercises 1.
Deadline: 28 September
• Homework exercises 2.
Deadline: 19 October
• Preliminaries: combinatorial analysis, probability spaces
• Sufficient statistics and ML estimation
• Notable distributions (table)
• Hypothesis testing and parametric tests
• Non-parametric tests
• Regression and correlation
• Analysis of variance (ANOVA tables)
• Percentile values of the standard normal, t, and chi-square distributions
• Percentile values of the F-distribution
• Formulas of statistical tests and regression
• Textbook
• Tribute to Prof. C.R. Rao 100
• Pictures of C.R. Rao with his famous co-authors
• Awards for C.R. Rao