Statistical Methods ( 2 )

Publication series :2

Author: Freund   Rudolf J.;Wilson   William J.  

Publisher: Elsevier Science‎

Publication year: 2003

E-ISBN: 9780080498225

P-ISBN(Paperback): 9780122676512

P-ISBN(Hardback):  9780122676512

Subject: O212.1 General statistics

Language: ENG

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Description

This broad text provides a complete overview of most standard statistical methods, including multiple regression, analysis of variance, experimental design, and sampling techniques. Assuming a background of only two years of high school algebra, this book teaches intelligent data analysis and covers the principles of good data collection.

* Provides a complete discussion of analysis of data including estimation, diagnostics, and remedial actions
* Examples contain graphical illustration for ease of interpretation
* Intended for use with almost any statistical software
* Examples are worked to a logical conclusion, including interpretation of results
* A complete Instructor's Manual is available to adopters

Chapter

Front Cover

pp.:  1 – 6

Contents

pp.:  6 – 18

Preface

pp.:  18 – 22

Chapter 1. Data and Statistics

pp.:  22 – 83

Chapter 2. Probability and Sampling Distributions

pp.:  83 – 138

Chapter 3. Principles of Inference

pp.:  138 – 180

Chapter 4. Inferences on a Single Population

pp.:  180 – 206

Chapter 5. Inferences for Two Populations

pp.:  206 – 240

Chapter 6. Inferences for Two or More Means

pp.:  240 – 308

Chapter 7. Linear Regression

pp.:  308 – 354

Chapter 8. Multiple Regression

pp.:  354 – 438

Chapter 9. Factorial Experiments

pp.:  438 – 482

Chapter 10. Design of Experiments

pp.:  482 – 529

Chapter 11. Other Linear Models

pp.:  529 – 578

Chapter 12. Categorical Data

pp.:  578 – 602

Chapter 13. Nonparametric Methods

pp.:  602 – 623

Chapter 14. Sampling and Sample Surveys

pp.:  623 – 639

Appendix A.

pp.:  639 – 666

Appendix B. A Brief Introduction to Matrices

pp.:  666 – 672

References

pp.:  672 – 677

Solutions to Selected Exercises

pp.:  677 – 689

Index

pp.:  689 – 695

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