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020 _a9780470316764
020 _a0470316764
020 _a9780470317426
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020 _a0470317426
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020 _z0471822167
020 _z9780471822165
024 7 _a10.1002/9780470316764
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035 _a(OCoLC)264621182
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_z(OCoLC)460049647
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_z(OCoLC)655619697
035 _a(OCoLC)ocn264621182
037 _a9780470316764
_bWiley InterScience
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039 9 _a201902150949
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072 7 _aMAT
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082 0 4 _a519.5/36
_222
100 1 _aChatterjee, Samprit,
_d1938-
245 1 0 _aSensitivity analysis in linear regression /
_cSamprit Chatterjee, Ali S. Hadi.
260 _aNew York :
_bWiley,
_c©1988.
300 _a1 online resource (xiv, 315 pages) :
_billustrations.
336 _atext
_btxt
_2rdacontent
337 _acomputer
_bc
_2rdamedia
338 _aonline resource
_bcr
_2rdacarrier
490 1 _aWiley series in probability and mathematical statistics. Applied probability and statistics
504 _aIncludes bibliographical references (pages 301-307) and index.
505 0 _aThe 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.
506 _3Use copy
_fRestrictions unspecified
_2star
_5MiAaHDL
520 _aTreats 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.
533 _aElectronic reproduction.
_b[S.l.] :
_cHathiTrust Digital Library,
_d2010.
_5MiAaHDL
538 _aMaster and use copy. Digital master created according to Benchmark for Faithful Digital Reproductions of Monographs and Serials, Version 1. Digital Library Federation, December 2002.
_uhttp://purl.oclc.org/DLF/benchrepro0212
_5MiAaHDL
583 1 _adigitized
_c2010
_hHathiTrust Digital Library
_lcommitted to preserve
_2pda
_5MiAaHDL
588 0 _aPrint version record.
650 0 _aRegression analysis.
650 0 _aPerturbation (Mathematics)
650 0 _aMathematical optimization.
650 2 _aLinear Models.
650 6 _aAnalyse de régression.
650 6 _aPerturbation (Mathématiques)
650 6 _aOptimisation mathématique.
650 1 7 _aRegressieanalyse.
_2gtt
650 1 7 _aLineaire modellen.
_2gtt
650 1 7 _aOptimaliseren.
_2gtt
653 _aLinear regression analysis
655 4 _aElectronic books.
700 1 _aHadi, Ali S.
710 2 _aWiley InterScience (Online service)
773 0 _tWiley e-books
776 0 8 _iPrint version:
_aChatterjee, Samprit, 1938-
_tSensitivity analysis in linear regression.
_dNew York : Wiley, ©1988
_z0471822167
_z9780471822165
_w(DLC) 87028580
_w(OCoLC)16923977
830 0 _aWiley series in probability and mathematical statistics.
_pApplied probability and statistics.
856 4 0 _uhttps://eresourcesptsl.ukm.remotexs.co/user/login?url=http://onlinelibrary.wiley.com/book/10.1002/9780470316764
_zWiley Online Library
907 _a.b16538821
_b2022-09-26
_c2019-11-12
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998 _ae
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