UID:
almafu_9959327460302883
Format:
1 online resource (xiv, 315 pages) :
,
illustrations
Edition:
Electronic reproduction. [Place of publication not identified] : HathiTrust Digital Library, 2010.
ISBN:
9780470316764
,
0470316764
,
9780470317426
,
0470317426
Content:
Treats linear regression diagnostics as a tool for application of linear regression models to real-life data. Presentation makes extensive use of examples to illustrate theory. Assesses the effect of measurement errors on the estimated coefficients, which is not accounted for in a standard least squares estimate but is important where regression coefficients are used to apportion effects due to different variables. Also assesses qualitatively and numerically the robustness of the regression fit.
Note:
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 model approach -- Computational considerations -- Appendix: Summary of vector and matrix norms, proofs of three theorems -- references -- Index.
,
Master and use copy. Digital master created according to Benchmark for Faithful Digital Reproductions of Monographs and Serials, Version 1. Digital Library Federation, December 2002.
,
English.
Additional Edition:
Print version: Chatterjee, Samprit, 1938- Sensitivity analysis in linear regression. New York : Wiley, ©1988 ISBN 0471822167
Additional Edition:
ISBN 9780471822165
Language:
English
Keywords:
Electronic books.
;
Electronic books.
DOI:
10.1002/9780470316764
URL:
https://onlinelibrary.wiley.com/doi/book/10.1002/9780470316764
URL:
https://onlinelibrary.wiley.com/doi/book/10.1002/9780470316764
