Statistics : principles and methods
著者
書誌事項
Statistics : principles and methods
（Wiley series in probability and mathematical statistics）
J. Wiley, c2001
4th ed
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注記
Includes index
内容説明・目次
内容説明
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.
目次
- 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-Numered Exercises
- Index.
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