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Statistics with R: A Beginner's Guide
Second Edition
by
Robert Stinerock
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Student Resources
Screencasts
Chapter 1: Introduction and R Instructions
Chapter 2: Descriptive Statistics: Tabular and Graphical Methods
Chapter 3: Descriptive Statistics: Numerical Methods
Chapter 5: Discrete Probability Distributions
Chapter 6: Continuous Probability Distributions
Chapter 8: Confidence Interval Estimation
Chapter 10: Hypothesis Tests about Means and Proportions: Applications
Chapter 11: Comparisons of Means and Proportions
Chapter 12: Simple Linear Regression
Chapter 13: Multiple Regression
Datasets and R Scripts
Exercises and Answers
Chapter 1: Introduction and R Instructions
Chapter 2: Descriptive Statistics: Tabular and Graphical Methods
Chapter 3: Descriptive Statistics: Numerical Methods
Chapter 4: Introduction to Probability
Chapter 5: Discrete Probability Distributions
Chapter 6: Continuous Probability Distributions
Chapter 7: Point Estimation and Sampling Distributions
Chapter 8: Confidence Interval Estimation
Chapter 9: Hypothesis Tests: Introduction, Basic Concepts, and an Example
Chapter 10: Hypothesis Tests about Means and Proportions: Applications
Chapter 11: Comparisons of Means and Proportions
Chapter 12: Simple Linear Regression
Chapter 13: Multiple Regression
Chapter 13: Multiple Regression
How to conduct OLS multiple regression
How to conduct logistic regression
How to conduct a Bayesian version of multiple regression
