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005 20200725055529.0
008 040316s2004 njua obs 001 0 eng d
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024 7 $a10.1002/0471475769$2doi
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072 7 $aMAT$x029000$2bisacsh
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100 1 $aAltman, Micah.
245 10 $aNumerical issues in statistical computing for the social scientist /$cMicah Altman, Jeff Gill, Michael P. McDonald.
264 1 $aHoboken, NJ :$bWiley,$c2004.
300 $a1 online resource (xv, 331 pages) :$billustrations
336 $atext$btxt$2rdacontent
337 $acomputer$bc$2rdamedia
338 $aonline resource$bcr$2rdacarrier
490 1 $aWiley series in probability and statistics
588 0 $aOnline resource; title from PDF title page (viewed July 19, 2014).
504 $aIncludes bibliographical references and indexes.
520 $aAt last--a social scientist's guide through the pitfalls of modern statistical computing. Addressing the current deficiency in the literature on statistical methods as they apply to the social and behavioral sciences, Numerical Issues in Statistical Computing for the Social Scientist seeks to provide readers with a unique practical guidebook to the numerical methods underlying computerized statistical calculations specific to these fields. The authors demonstrate that knowledge of these numerical methods and how they are used in statistical packages is essential for making accurate inferences.
505 0 $aContents -- Preface -- 1. Introduction: Consequences of Numerical Inaccuracy -- 2. Sources of Inaccuracy in Statistical Computation -- 3. Evaluating Statistical Software -- 4. Robust Inference -- 5. Numerical Issues in Markov Chain Monte Carlo Estimation -- 6. Numerical Issues Involved in Inverting Hessian Matrices -- 7. Numerical Behavior of King's EI Method -- 8. Some Details of Nonlinear Estimation -- 9. Spatial Regression Models -- 10. Convergence Problems in Logistic Regression -- 11. Recommendations for Replication and Accurate Analysis -- Bibliography.
650 0 $aStatistics$xData processing.
650 0 $aSocial sciences$xStatistical methods$xData processing.
650 7 $aMATHEMATICS$xProbability & Statistics$xGeneral.$2bisacsh
650 7 $aSocial sciences$xStatistical methods$xData processing.$2fast$0(OCoLC)fst01122985
650 7 $aStatistics$xData processing.$2fast$0(OCoLC)fst01132113
653 $aComputational and graphical statistics$aGeneral introductory social science$aSocial sciences special topics.
655 4 $aElectronic books.
700 1 $aGill, Jeff.
700 1 $aMcDonald, Michael,$d1967-
776 08 $iPrint version:$aAltman, Micah.$tNumerical issues in statistical computing for the social scientist.$dHoboken, NJ : Wiley, ©2004$z0471236330$w(DLC) 2003053470$w(OCoLC)52288816
830 0 $aWiley series in probability and statistics.
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856 40 $3John Wiley$uhttps://doi.org/10.1002/0471475769
856 40 $3John Wiley$uhttps://doi.org/10.1002/9780471475767
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856 41 $3Table of contents$uhttp://catdir.loc.gov/catdir/toc/wiley032/2003053470.html
856 42 $3Contributor biographical information$uhttp://catdir.loc.gov/catdir/bios/wiley047/2003053470.html
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