Stephen Peplow / Стивен Пеплау - Business Statistics With Excel And Tableau / Коммерческая Статистика с Эксель и Табло [2014, PDF, ENG]

Оглавление

1. Why I wrote this book
2. Samples and populations
3. Notation
4. Variance and standard deviation
5. Hypothesis Writing and Testing
6. Visualization and Tableau: telling (true) stories with data
7. Data and how to get it
7.1 Big data
7.2 Some useful sites
8. Testing whether two or more quantities are the same or different
8.1 ANOVA
9. Testing whether two or more quantities are the same or different
9.1 ANOVA
10. Regression: Predicting with continuous variables
11. Checking your regression model
11.1 Statistical significance
12. Time Series Introduction and Smoothing Methods
13. Time Series Regression Methods
13.1 Quantifying a linear trend in a time series using regression
14. Optimisation
14.1 Optimisation in Excel (with the Solver add-in)
15. More complex optimisation
16. Predicting items you can count one by one
16.1 Predicting with the Poisson distribution
17. Choice under uncertainty
18. Accounting for risk-preferences
18.1 Where do the utility numbers come from?
18.2 Converting an expected utility number into a certainty equivalent.
19. Writing up your findings
19.1 Plan of attack. Follow these steps.
19.2 Presenting your work
20. Glossary