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Sensitivity Analysis in Linear Regression

ISBN: 978-0-471-82216-5
Hardcover
315 pages
March 1988
List Price: US $264.25
Government Price: US $182.36
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The Prediction Matrix.

Role of Variables in a Regression Equation.

Effects of an Observation on a Regression Equation.

Assessing the Influence of Multiple Observations.

Joint Impact of a Variable and an Observation.

Assessing the Effect of Errors of Measurements.

A Study of Model Sensitivity by the Generalized Linear ModelApproach.

Computational Considerations.

Appendix: Summary of Vector and Matrix Norms, Proofs of ThreeTheorems.

Refernces.

Index.

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