The New Statistical Analysis of Data

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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.

Author(s): T. W. Anderson, Jeremy D. Finn (auth.)
Edition: 1
Publisher: Springer-Verlag New York
Year: 1996

Language: English
Pages: 713
Tags: Probability Theory and Stochastic Processes; Statistics, general

Front Matter....Pages i-xxi
Front Matter....Pages 1-1
The Nature of Statistics....Pages 3-25
Front Matter....Pages 27-27
Organization of Data....Pages 29-68
Measures of Location....Pages 69-106
Measures of Variability....Pages 107-135
Summarizing Multivariate Data: Association Between Numerical Scales....Pages 137-176
Summarizing Multivariate Data: Association Between Categorical Variables....Pages 177-230
Front Matter....Pages 231-231
Basic Ideas of Probability....Pages 233-272
Probability Distributions....Pages 273-303
Sampling Distributions....Pages 305-343
Front Matter....Pages 345-345
Using a Sample to Estimate Characteristics of One Population....Pages 347-387
Answering Questions about Population Characteristics....Pages 389-454
Differences Between Populations....Pages 455-500
Variability in One Population and in Two Populations....Pages 501-520
Front Matter....Pages 521-521
Inference on Categorical Data....Pages 523-567
Simple Regression Analysis....Pages 569-595
Comparison of Several Populations....Pages 597-638
Sampling from Populations: Sample Surveys....Pages 639-658
Back Matter....Pages 659-712