Statistics Index
Recommended Article : 【Mathematics】 Mathematics Table of Contents
Recent modifications
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Correlation Coefficients (23.11.19)
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Optimal Transport Theorem (23.11.07)
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Distance Function and Similarity (23.10.24)
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Ⅰ. Combinatorics
Chapter 1. Fundamentals of Statistics
Chapter 1-1. Quantile versus Quantile Plot
Chapter 2. Number of Cases
Ⅱ. Population
Chapter 3. Probability Space
Chapter 3-1. Inclusion-Exclusion Principle
Chapter 3-2. Monty Hall Problem
Chapter 3-3. Advanced Probability Problems
Chapter 4. Random Variables and Distributions
Chapter 5. Statistical Quantity
Chapter 6. Discrete Probability Distributions
Chapter 7. Continuous Probability Distributions
Chapter 8. Transformation of Random Variables
Chapter 9. Theorems of Statistics I
Chapter 10. Theorems of Statistics II
Ⅲ. Sample
Chapter 11. Sample Population and Sampling Distribution
Chapter 12. Error Analysis
Chapter 13. Statistical Estimation
Chapter 14. Statistical Testing
Chapter 14-1. Comprehensive Examples of Statistical Testing
Chapter 14-2. Simple Testing
Chapter 14-3. Kruskal-Wallis H Test
Chapter 14-4. Wilcoxon Rank Sum Test
Chapter 14-5. Run Test
Chapter 14-6. Fisher Exact Test (hypergeometric test)
Chapter 14-7. Chi-Square Test
Chapter 15. Analysis of Variance
Chapter 16. Linear Regression Analysis
Chapter 17. Nonlinear Regression Analysis
Chapter 18. Advanced Regression Analysis
Chapter 19. Analysis of Variance in Regression Analysis
Ⅳ. Information Theory
Chapter 20. Information Theory
Ⅴ. Summary
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Milli’s Library (Link)
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Email (nate9389@gmail.com)
If you provide proof of purchase, 1) PDF file, 2) Statistics lecture note, 3) Related textbook file, 4) Problem set, 5) Additional materials on information theory, 6) Other related materials will be provided. Quotation can be made as follows:
Kim, S.K., Park, J.B. (2022) First to Tenth Steps in Statistics. FESTBOOK MEDIA. 979-11-92190-14-3 (3rd ed)
Input: June 27, 2019, 11:36
Modified: March 15, 2022, 01:13