Statistics: Principles and Methods / Edition 6by Richard A. Johnson
Pub. Date: 01/19/2010
Noted for its clear and concise, statistically accurate discussions that constantly probe beyond the procedures to teach the reader the reasoning behind a method. The authors discuss the assumptions that all statistical models make, and motivate discussions using real-life examples. By means of good motivation, sound explanations, and an abundance of illustrations given in a real-world context, this book emphasizes more than just a superficial understanding of the material.
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Table of ContentsOrganization and Description of Data.
Descriptive Study of Bivariate Data.
The Normal Distribution.
Variation in Repeated Samples-- Sampling Distributions.
Drawing Inferences from Large Samples.
Small-Sample Inferences for Normal Populations.
Comparing Two Treatments.
Regression Analysis-- I (Simple Linear Regression).
Regression Analysis-- II: Multiple Linear Regression and Other Topics.
Analysis of Categorical Data.
Analysis of Variance (ANOVA).
Answers to Selected Odd-Numered Exercises.
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