Overview

The Nature of the Book This book is a text for a first course in statistical concepts and methods. It introduces the analysis of data and statistical inference and explains various methods in enough detail so that the student can apply them. Little mathematical background is required; only high school algebra is used. No mathematical proof is given in the body of the text, although algebraic demonstrations are given in appendices at the ends of some chapters. The exposition is based on logic, verbal explanations, figures, and numerical examples. The verbal and conceptual levels are higher than the mathematical leveL The concepts and methods of statistical analysis are illustrated by more than 100 interesting real-life data sets. Some examples are taken from daily life; many deal with the behavioral sciences, some with business, the health sciences, the physical sciences, and engineering. The exercises are of varying degrees of difficulty. This book is suitable for undergraduates in many majors and for grad­ uate students in the health sciences, behavioral sciences, and education. It has grown out of our experience over many years of teaching such courses. An earlier text by T. W. Anderson and S. L. Sclove, The Statistical Analysis of Data, had similar objectives and was of a similar nature.

Full Product Details

Author:   T.W. Anderson, MD PhD ,  Jeremy D. Finn
Publisher:   Springer-Verlag New York Inc.
Imprint:   Springer-Verlag New York Inc.
Edition:   Softcover reprint of the original 1st ed. 1996
Dimensions:   Width: 15.50cm , Height: 3.70cm , Length: 23.50cm
Weight:   1.101kg
ISBN:  

9781461284666

ISBN 10:   146128466
Pages:   713
Publication Date:   21 September 2011
Audience:   Professional and scholarly ,  Professional & Vocational
Format:   Paperback
Publisher's Status:   Active
Availability:   Manufactured on demand  
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Table of Contents

I: Introduction.- 1—The Nature of Statistics.- II: Descriptive Statistics.- 2 — Organization of Data.- 3 — Measures of Location.- 4 — Measures of Variability.- 5 — Summarizing Multivariate Data: Association Between Numerical Scales.- 6 — Summarizing Multivariate Data: Association Between Categorical Variables.- III: Probability.- 7 — Basic Ideas of Probability.- 8 — Probability Distributions.- 9 — Sampling Distributions.- IV: Statistical Inference.- 10 — Using a Sample to Estimate Characteristics of One Population.- 11 — Answering Questions about Population Characteristics.- 12 — Differences Between Populations.- 13 — Variability in One Population and in Two Populations.- V: Statistical Methods for Other Problems.- 14 — Inference on Categorical Data.- 15 — Simple Regression Analysis.- 16 — Comparison of Several Populations.- 17 — Sampling from Populations: Sample Surveys.- Answers to Selected Exercises.- References.- Appendices.- Appendix I Table of the Standard Normal Distribution.- Appendix II Table of Binomial Probabilities.- Appendix IV Percentage Points of Chi-Square Distributions.- Appendix VI Table of Random Digits.

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