Regression analysis by example
著者
書誌事項
Regression analysis by example
（Wiley series in probability and mathematical statistics, . Applied probability and statistics）
J. Wiley, c1991
2nd ed
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10092300829,10092300830,10092380021,10092380441,10092380457,10092380658,10092380752
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注記
"A Wiley-Interscience publication."
Includes bibliographical references and index
内容説明・目次
内容説明
A variety of ideas and methods of regression analysis are explored with the aid of realistic examples that highlight the analysis of data and include irregularities similar to those encountered in practice. Recent advances in regression diagnostics are covered with emphasis on plots such as component plus residual, added variable, sequence, along with index plots for leverage and function. The authors utilize standard and some not so standard summary statistics on the basis of their intuitive appeal to demonstrate concepts. The majority of analyses described are available in software packages on the market today.
目次
- Simple Linear Regression
- Detection and Correction of Model Violations: Simple Linear Regression
- Multiple Regression Model
- Qualitative Variables as Regressors
- Weighted Least Squares
- The Problem of Correlated Errors
- Analysis of Collinear Data
- Biased Estimation of Regression Coefficients
- Selection of Variables in a Regression Equation
- Selected Problems
- Statistical Tables
- Index.
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