Statistics with R a beginner's guide
The dynamic, student focused textbook provides step-by-step instruction in the use of R and of statistical language as a general research tool. It is ideal for anyone hoping to: Complete an introductory course in statistics Prepare for more advanced statistical courses Gain the transferable analytic...
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| Resource Type: | Book |
| Language: | English |
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London ; Thousand Oaks, California
SAGE
[2018]
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Table of Contents:
- 1. Introduction and R Instructions
- 2. Descriptive Statistics: Tabular and Graphical Methods
- 3. Descriptive Statistics: Numerical Methods
- 4. Introduction to Probability
- 5. Discrete Probability Distributions
- 6. Continuous Probability Distributions
- 7. Point Estimation and Sampling Distributions
- 8. Confidence Interval Estimation
- 9. Hypothesis Tests: Introduction, Basic Concepts, and an Example
- 10. Hypothesis Tests About Means and Proportions: Applications
- 11. Comparisons of Means and Proportions
- 12. Simple Linear Regression
- 13. Multiple Regression.