Sommaire :
1. Introduction
2. Data
3. Describing categorical data
4. Describing numerical data
5. Association between categorical variables
6. Association between quantitative variables
7. Probability
8. Conditional Probability
9. Random Variables
10. Association between Random Variables
11. Probability models for Counts
12. The normal probability model
13. Samples and Surveys
14. Sampling Variation and Quality
15. Confidence Intervals
16. Statistical Tests
17. Alternative Approaches to Inference
18. Comparison
19. Linear Patterns
20. Curved Patterns
21. The Simple Regression model
22. Regression Diagnostics
23. Multiple Regression
24. Building Regression Models
25. Categorical Explanatory Variables
26. Analysis of Variance
27. Time Series
28. Alternatives approches to inference
29. Regression with Big datta
30. Two-way analysis of variance

Index

Langue : Anglais

Illustration(s) : Schémas ; Tableau(x)

Localisation : Bibliothèque Campus de Nice

Support : Numérique

Etat : Présent

Propriétaire : Bibliothèque