Introduction to statistics and data analysis : with exercises,solutions and applications in R
| Main Authors: | , , |
|---|---|
| Format: | Book |
| Language: | English |
| Published: |
Cham,Switzerland :
Springer
©2022
|
| Edition: | Second edition |
| Subjects: |
Table of Contents:
- 1. Introduction and Framework
- 2. Frequency Measures and Graphical Representation of Data
- 3. Measures of Central Tendency and Dispersion
- 4. Association of Two Variables
- 5. Combinatorics
- 6. Elements of Probability Theory
- 7. Random Variables
- 8. Probability Distributions
- 9. Inference
- 10. Hypothesis Testing
- 11. Linear Regression
- 12. Logistic Regression
- 13. imple Random Sampling and Bootstrapping
- 14. Causality