Second Course in Statistics, A, Pearson New International Edition, 7th edition

Published by Pearson (October 3, 2013) © 2014

  • William Mendenhall University of Florida
  • Terry T Sincich University of South Florida
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Build on the knowledge students gain in AP Statistics

A Second Course in Statistics: Regression Analysis, 7th Edition, focuses on building linear statistical models and developing skills for implementing regression analysis in real situations. This text offers applications for engineering, sociology, psychology, science, and business. The authors use real data and scenarios extracted from news articles, journals, and actual consulting problems to show how to apply the concepts. In addition, seven case studies, now located throughout the text after applicable chapters, invite students to focus on specific problems, and are suitable for class discussion.

  • 1. A Review of Basic Concepts (Optional)
  • 2. Introduction to Regression Analysis
  • 3. Simple Linear Regression
  • 4. Multiple Regression Models
  • 5. Principles of Model Building
  • 6. Variable Screening Methods
  • 7. Some Regression Pitfalls
  • 8. Residual Analysis
  • 9. Special Topics in Regression (Optional)
  • 10. Introduction to Time Series Modeling and Forecasting
  • 11. Principles of Experimental Design
  • 12. The Analysis of Variance for Designed Experiments

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