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基本説明
A comprehensive textbook for a course in statistical methods. Features: Provides a complete discussion of analysis of data including estimation, diagnostics, and remedial actions; All real examples are worked to a logical conclusion, including interpretation of results.
Full 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.
Contents
Preface; Data and Statistics; Probability and Sampling Distributions; Principles of Inference; Inferences on a Single Population; Inferences for Two Populations; Inferences for Two or More Means; Linear Regression; Multiple Regression; Factorial Experiments; Design of Experiments; Other Linear Models; Categorical data; Nonparametric Methods; Sampling and Sample Surveys; Appendix A; Appendix B - A Review of Matrices; References; Solutions to Selected Exercises; Index