Model selection
著者
書誌事項
Model selection
(Wiley series in probability and mathematical statistics, . Applied probability and statistics)
Wiley, c1986
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注記
Bibliography: p. 283-289
Includes indexes
内容説明・目次
内容説明
The first work to deal exclusively with objective criteria for comparing statistical models. Using a simple framework, it outlines a general strategy for selecting a model and applies this strategy to develop methods useful for solving specific selection problems. Topics covered include histograms, univariate distributions, simple and multiple regression, the analysis of variance and covariance, the analysis of proportions and contingency tables, time series analysis, and spatial analysis.
目次
- The Basic Ideas
- An Outline of General Methods
- Histograms
- Univariate Distributions
- Simple Regression, One Replication Only
- Simple Regression, Replicated Observations
- Multiple Regression
- Analysis of Variance
- Analysis of Covariance
- The Analysis of Proportions: The Binomial Case
- The Analysis of Proportions: The Multinomial Case - Contingency Tables
- Time Series: Spectral Analysis
- Appendixes
- Index.
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