Statistics: Principles and Methods, 3rd Edition
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More About This Title Statistics: Principles and Methods, 3rd Edition
English
This book provides readers with an understanding of the reasoning by which findings from sample data can be extended to general conclusions, and learn some basic statistical methods. Discussion of the statistical methods includes an explanation of their underlying assumptions and the dangers of ignoring them. There are numerous data sets and computer outputs which give an appreciation of the role of the computer in modern data analysis.
English
Organization and Description of Data.
Descriptive Study of Bivariate Data.
Probability.
Probability Distributions.
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).
Nonparametric Inference.
Appendices.
Data Bank.
Answers to Selected Odd-Numbered Exercises.
Index.
