Ebook: Linear Models: Least Squares and Alternatives
- Tags: Probability Theory and Stochastic Processes
- Series: Springer Series in Statistics
- Year: 1995
- Publisher: Springer New York
- Language: English
- pdf
Content:
Front Matter....Pages i-xi
Introduction....Pages 1-2
Linear Models....Pages 3-18
The Linear Regression Model....Pages 19-87
The Generalized Linear Regression Model....Pages 89-110
Exact and Stochastic Linear Restrictions....Pages 111-154
Prediction Problems in the Generalized Regression Model....Pages 155-176
Sensitivity Analysis....Pages 177-202
Analysis of Incomplete Data Sets....Pages 203-227
Robust Regression....Pages 229-245
Models for Binary Response Variables....Pages 247-284
Back Matter....Pages 285-353
Content:
Front Matter....Pages i-xi
Introduction....Pages 1-2
Linear Models....Pages 3-18
The Linear Regression Model....Pages 19-87
The Generalized Linear Regression Model....Pages 89-110
Exact and Stochastic Linear Restrictions....Pages 111-154
Prediction Problems in the Generalized Regression Model....Pages 155-176
Sensitivity Analysis....Pages 177-202
Analysis of Incomplete Data Sets....Pages 203-227
Robust Regression....Pages 229-245
Models for Binary Response Variables....Pages 247-284
Back Matter....Pages 285-353
....
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