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A Second Course in Statistics: Regression Analysis

โœ Scribed by Mendenhall, William;Sincich, Terry T


Publisher
Pearson
Year
2013
Tongue
English
Leaves
749
Category
Library

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โœฆ Synopsis


The Second Course in Statistics is an increasingly important offering since more students are arriving at college having taken AP Statistics in high school. Mendenhall/Sincich's A Second Course in Statistics is the perfect book for courses that build on the knowledge students gain in AP Statistics, or the freshman Introductory Statistics course. A Second Course in Statistics: Regression Analysis, Seventh 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.

โœฆ Table of Contents


Cover......Page 1
Table of Contents......Page 4
1. A Review of Basic Concepts......Page 6
2. Introduction to Regression Analysis......Page 89
3. Simple Linear Regression......Page 101
4. Multiple Regression Models......Page 173
5. Principles of Model Building......Page 256
6. Variable Screening Methods......Page 323
7. Some Regression Pitfalls......Page 344
8. Residual Analysis......Page 374
9. Special Topics in Regression......Page 431
10. Introduction to Time Series Modeling and Forecasting......Page 486
11. Principles of Experimental Design......Page 543
12. The Analysis of Variance for Designed Experiments......Page 567
Appendix: Derivation of the Least Squares Estimates of ss0 and ss1 in Simple Linear Regression......Page 677
Appendix: The Mechanics of a Multiple Regression Analysis......Page 681
Appendix: A Procedure for Inverting a Matrix......Page 710
Appendix: Useful Statistical Tables......Page 717
Normal Curve Areas Table......Page 740
Critical Values for Student's t......Page 743
D......Page 744
I......Page 745
M......Page 746
R......Page 747
S......Page 748
Z......Page 749


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