Summary |
The contents of the book includes below:
1. Why Statistics?
2. Descriptive Statistics
3. Introduction to probability and hypothesis testing
4. Calculating Probabilities
5. Conditional Probabilities
6. Random Variables
7. The binominal, Poisson and Hypergeometric Distributions
8. The Normal Distributions and related distributions
9. Distributions with two random variables and correlation
10. Statistical Estimation
11. Confidence Intervals
12. Polls and Sampling
13. Hypothesis Testing
14. The Chi-Square Test
15. Analysis of Variance
16. Simple Regression
17. Multiple Regression
18. Nonparametric methods
19. Economic data and business forecasting
20. Decision theory
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