UID:
almafu_9959328648302883
Format:
1 online resource (xv, 375 pages) :
,
illustrations
Edition:
4th ed. / Samprit Chatterjee, Ali S. Hadi.
ISBN:
0471746967
,
9780471746966
,
0470055464
,
9780470055465
,
0470055456
,
9780470055458
Content:
Carrying out a successful application of regression analysis requires a balance of theoretical results, empirical rules, and subjective judgment. Regression Analysis by Example, Fourth Edition explains the principles underlying exploratory data analysis, emphasizing data analysis rather than statistical theory.
Note:
Simple linear regression -- Multiple linear regression -- Regression diagnostics : detection of model violations -- Qualitative variables as predictors -- Transformation of variables -- Weighted least squares -- The problem of correlated errors -- Analysis of collinear data -- Biased estimation of regression coefficients -- Variable selection procedures -- Logistic regression.
Additional Edition:
Print version: Chatterjee, Samprit, 1938- Regression analysis by example. Hoboken, N.J. : Wiley-Interscience, ©2006 ISBN 0471746967
Language:
English
Keywords:
Electronic books.
;
Electronic books.
;
Electronic books.
URL:
https://onlinelibrary.wiley.com/doi/book/10.1002/0470055464
URL:
https://onlinelibrary.wiley.com/doi/book/10.1002/0470055464
URL:
https://onlinelibrary.wiley.com/doi/book/10.1002/0470055464
