Peck R., Olsen C., Devore J.L. Introduction to Statistics and Data Analysis

New York: Cengage Learning, 2015. — 842 p.Introduction to Statistics and Data Analysis introduces you to the study of statistics and data analysis by using real data and attention-grabbing examples. The authors guide you through an intuition-based learning process that stresses interpretation and communication of statistical information. Simple notation--including frequent substitution of words for symbols--helps you grasp concepts and cement your comprehension. You'll also find coverage of most major technologies as a problem-solving tool, plus hands-on activities in each chapter that allow you to practice statistics firsthand.The Role of Statistics and the Data Analysis Process
Collecting Data Sensibly
Graphical Methods for Describing Data
Numerical Methods for Describing Data
Summarizing Bivariate Data
Probability
Random Variables and Probability Distributions
Sampling Variability and Sampling Distributions
Estimation Using a Single Sample
Hypothesis Testing Using a Single Sample
Comparing Two Populations or Treatments
The Analysis of Categorical Data and Goodness-of-Fit Tests
Simple Linear Regression and Correlation: Inferential Methods
Multiple Regression Analysis
Analysis of Variance
Nonparametric (Distribution-Free) Statistical Methods
Appendix A: Statistical Tables
Appendix B: References
Answers to Selected Odd-Numbered Exercises