Statistical methods
著者
書誌事項
Statistical methods
Academic Press, 1996
Rev. ed
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内容説明・目次
内容説明
This expansive text provides a complete overview of the majority of standard statistical methods, including a substantial amount of material on multiple regression, analysis of variance, experimental design, and sampling techniques. Revised and updated, Statistical Methods is a comprehensive textbook intended for students in a major other than statistics. Assuming a background of only two years of high school algebra, Statistical Methods, Revised Edition, teaches intelligent data analysis and covers the principles of good data collection. The book details the use of computers to assist in drawing conclusions about data and has additional drill-type exercises at the end of the chapter problem sets in order to give students a chance to build confidence before moving on to the more difficult problems. Applications have also been integrated throughout the text in new sections.
目次
- 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 or Count Data
- Nonparametric Methods
- Sampling and Sample Surveys
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