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003 OCoLC
005 20171224114112.0
006 m o d
007 cr |||||||||||
008 121115s2013 nju obf 001 0 eng
010 _a 2012046309
040 _aDLC
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019 _a961632814
_a962650780
020 _a9781118532836
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020 _a111853283X
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020 _a9781118532812
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020 _a1118532813
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020 _a9781118532829
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020 _a1118532821
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020 _a9781118532843
020 _a1118532848
020 _z9780470887165
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029 1 _aAU@
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035 _a(OCoLC)818466573
_z(OCoLC)961632814
_z(OCoLC)962650780
042 _apcc
050 0 0 _aQA278.2
072 7 _aMAT
_x029030
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082 0 0 _a519.5/36
_223
084 _aMAT029030
_2bisacsh
049 _aMAIN
100 1 _aChatterjee, Samprit,
_d1938-
245 1 0 _aHandbook of regression analysis /
_cSamprit Chatterjee, Jeffrey S. Simonoff.
264 1 _aHoboken, New Jersey :
_bWiley,
_c2013.
300 _a1 online resource.
336 _atext
_btxt
_2rdacontent
337 _acomputer
_bc
_2rdamedia
338 _aonline resource
_bcr
_2rdacarrier
347 _adata file
_2rda
380 _aBibliography
380 _aHandbook
490 1 _aWiley handbooks in applied statistics
504 _aIncludes bibliographical references and index.
500 _a"Written by two established experts in the field, the purpose of this handbook is to provide a practical, one-stop reference on regression analysis. The focus is on the tools that both practitioners and researchers use in real life. It is intended to be a comprehensive collection of the theory, methods, and applications of the subject matter, but it is deliberately written at an accessible level. The handbook will provide a quick and convenient reference or "refresher" on ideas and methods that are useful for the accurate analysis of data and its resulting interpretations. Students can use the book as an introduction to and/or summary of key concepts in regression and related course work (such as linear, nonlinear, and nonparametric regressions). Plentiful references are supplied for the more motivated readers. Theory is presented when necessary, and always supplemented by hands-on examples. Software routines are available via an author-maintained web site"--Provided by publisher.
588 0 _aPrint version record and CIP data provided by publisher.
505 0 _aPart I. The multiple linear regression model -- 1. Multiple linear regression -- 2. Model building -- Part II. Addressing violations of assumptions -- 3. Diagnostics for unusual observations -- 4. Transformations and linearizable models -- 5. Time series data and autocorrelation -- Part III. Categorical predictors -- 6. Analysis of variance -- 7. Analysis of covariance -- Part IV. Other regression models -- 8. Logistic regression -- 9. Multinomial regression -- 10. Count regression -- 11. Nonlinear regression.
520 _a"Written by two established experts in the field, the purpose of this handbook is to provide a practical, one-stop reference on regression analysis. The focus is on the tools that both practitioners and researchers use in real life. It is intended to be a comprehensive collection of the theory, methods, and applications of the subject matter, but it is deliberately written at an accessible level. The handbook will provide a quick and convenient reference or "refresher" on ideas and methods that are useful for the accurate analysis of data and its resulting interpretations. Students can use the book as an introduction to and/or summary of key concepts in regression and related course work (such as linear, nonlinear, and nonparametric regressions). Plentiful references are supplied for the more motivated readers. Theory is presented when necessary, and always supplemented by hands-on examples. Software routines are available via an author-maintained web site."--Provided by publisher.
650 0 _aRegression analysis
_vHandbooks, manuals, etc.
650 7 _aMATHEMATICS
_xProbability & Statistics
_xRegression Analysis.
_2bisacsh
650 7 _aRegression analysis.
_2fast
_0(OCoLC)fst01432090
650 7 _aRegressionsanalys.
_2sao
655 4 _aElectronic books.
655 7 _aHandbooks and manuals.
_2fast
_0(OCoLC)fst01423877
655 7 _aElectronic books.
_2local
700 1 _aSimonoff, Jeffrey S.
776 0 8 _iPrint version:
_aChatterjee, Samprit, 1938-
_tHandbook of regression analysis.
_dHoboken, New Jersey : Wiley, 2013
_z9780470887165
_w(DLC) 2012045175
830 0 _aWiley handbooks in applied statistics.
856 4 0 _uhttp://onlinelibrary.wiley.com/book/10.1002/9781118532843
_zWiley Online Library
938 _aEBL - Ebook Library
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