MARC record from Internet Archive

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001 ocm32745985
003 OCoLC
005 20200511013413.0
008 950612s1996 nyua b 001 0 eng
010 $a 95021928
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035 $a(OCoLC)32745985$z(OCoLC)60281682$z(OCoLC)810554260$z(OCoLC)959763275
050 00 $aQA278$b.A355 1996
060 4 $aQA278$bA277i 1996
082 00 $a519.5/35$220
084 $a31.73$2bcl
100 1 $aAgresti, Alan.
245 13 $aAn introduction to categorical data analysis /$cAlan Agresti.
260 $aNew York :$bWiley,$c℗♭1996.
300 $axi, 290 pages :$billustrations ;$c25 cm
336 $atext$btxt$2rdacontent
337 $aunmediated$bn$2rdamedia
338 $avolume$bnc$2rdacarrier
490 1 $aWiley series in probability and statistics. Applied probability and statistics
500 $a"A Wiley-Interscience publication."
504 $aIncludes bibliographical references (pages 281-282) and index.
505 0 $a1. Introduction -- 2. Two-Way Contingency Tables -- 3. Three-Way Contingency Tables -- 4. Generalized Linear Models -- 5. Logistic Regression -- 6. Loglinear Models for Contingency Tables -- 7. Building and Applying Logit and Loglinear Models -- 8. Multicategory Logit Models -- 9. Models for Matched Pairs -- 10. A Twentieth-Century Tour of Categorical Data Analysis* -- Appendix: SAS and SPSS for Categorical Data Analysis -- Table of Chi-Squared Distribution Values for Various Right-Tail Probabilities.
520 $a"Concise, complete, nontechnical--the ideal introduction to an increasingly important topic In recent years, the use of statistical methods for categorical data has increased dramatically in a variety of areas and applications. This book provides an applied introduction to the most important methods for analyzing categorical data. It summarizes methods that have long played a prominent role, such as chi-squared tests, but places special emphasis on logistic regression and loglinear modeling techniques. Special features of the book include: Emphasis on logistic regression modeling of binary data and Poisson regression modeling of count data A unified perspective, based on generalized linear models, that connects these methods with standard regression methods for normally-distributed data An appendix showing the use of a new SAS procedure (GENMOD) for generalized linear modeling that can conduct nearly all methods presented in the book An entertaining historical perspective of the development of the methods Specialized methods for ordinal data, small samples, multicategory data, and matched pairs More than 100 examples of real data sets and more than 200 exercises Writing in an applied, nontechnical style, Alan Agresti illustrates methods using a wide variety of real data, including alcohol, cigarette, and marijuana use by teenagers; AZT use and delay of AIDS; space shuttle launches and O-ring failure; passive smoking and lung cancer; and much more. An Introduction to Categorical Data Analysis is an invaluable tool for social, behavioral, and biomedical scientists, as well as researchers in public health, marketing, education, biological and agricultural sciences, and industrial quality control."--Publisher description (LoC).
506 $aAccess restricted to USM students, faculty and staff.
650 0 $aMultivariate analysis.
650 2 $aMultivariate Analysis.
650 13 $amultivariate analysis.
650 6 $aAnalyse multivarie e.
650 7 $aAnalyse des donne es.$2eclas
650 7 $aMultivariate analysis.$2fast$0(OCoLC)fst01029105
650 17 $aKwalitatieve gegevens.$2gtt
650 17 $aData-analyse.$2gtt
650 7 $aAnalyse multivarie e.$2ram
653 1 $aStatistical analysis
830 0 $aWiley series in probability and statistics.$pApplied probability and statistics.
856 41 $3Online version can only be accessed to full-text at USM network and restricted to institutional subscriptions$uhttp://onlinelibrary.wiley.com/book/10.1002/0470114754
856 41 $3Table of contents$uhttp://catdir.loc.gov/catdir/toc/onix04/95021928.html
856 41 $3Table of contents$uhttp://digitool.hbz-nrw.de:1801/webclient/DeliveryManager?pid=819841&custom_att_2=simple_viewer
856 42 $3Contributor biographical information$uhttp://catdir.loc.gov/catdir/bios/wiley042/95021928.html
856 42 $3Publisher description$uhttp://catdir.loc.gov/catdir/description/wiley033/95021928.html
856 42 $uhttp://catdir.loc.gov/catdir/bios/wiley042/95021928.html$zContributor biographical information
856 42 $uhttp://catdir.loc.gov/catdir/description/wiley033/95021928.html$zPublisher description
856 4 $uhttp://catdir.loc.gov/catdir/toc/onix04/95021928.html$zTable of Contents
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938 $aBaker and Taylor$bBTCP$n95021928
938 $aYBP Library Services$bYANK$n416009
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948 $hHELD BY P4A - 486 OTHER HOLDINGS