LEADER 05275nam 22008055 450 001 9910300152303321 005 20220627190138.0 010 $a0-8176-4811-9 024 7 $a10.1007/978-0-8176-4811-4 035 $a(CKB)3710000000119053 035 $a(Springer)9780817648114 035 $a(MH)014079046-2 035 $a(SSID)ssj0001241572 035 $a(PQKBManifestationID)11704825 035 $a(PQKBTitleCode)TC0001241572 035 $a(PQKBWorkID)11230222 035 $a(PQKB)10642378 035 $a(DE-He213)978-0-8176-4811-4 035 $a(MiAaPQ)EBC6314373 035 $a(MiAaPQ)EBC1781926 035 $a(Au-PeEL)EBL1781926 035 $a(CaPaEBR)ebr10976357 035 $a(OCoLC)923710548 035 $a(PPN)178784524 035 $a(EXLCZ)993710000000119053 100 $a20140517d2014 u| 0 101 0 $aeng 135 $aurnn#008mamaa 181 $ctxt$2rdacontent 182 $cc$2rdamedia 183 $acr$2rdacarrier 200 10$aContingency Table Analysis $eMethods and Implementation Using R /$fby Maria Kateri 205 $a1st ed. 2014. 210 1$aNew York, NY :$cSpringer New York :$cImprint: Birkhäuser,$d2014. 215 $a1 online resource (XVII, 304 p. 21 illus., 8 illus. in color.)$conline resource 225 1 $aStatistics for Industry and Technology,$x2364-6241 300 $aBibliographic Level Mode of Issuance: Monograph 311 $a0-8176-4810-0 320 $aIncludes bibliographical references (pages 275-300) and index. 327 $aPreface -- Introduction -- Analysis of Two-Way Tables -- Analysis of Multi-Way Tables -- Log-Linear Models -- Generalized Linear Models and Extensions -- Association Models -- More on Association Models and Related Methods -- Response Variable Analysis in Contingency Tables -- Analysis of Square Tables -- Further Topics. 330 $aCombining theory and applications, this book presents models and methods for the analysis of two? and multi?dimensional contingency tables. The author uses a threefold approach: fundamental models and related inferences are presented, their interpretational aspects are highlighted, and their practical usefulness is demonstrated. Throughout, practical guidance for using R is provided along with a comprehensive R-functions web-appendix.   Contingency tables arise in diverse fields, including the life, pedagogic, social and political sciences. They also play a prominent role in market research and opinion surveys. The analysis of contingency tables can provide insight into essential structures, relevant quantities and their interactions, and thus leads to improved decision-making.   Special features include:   ·         A motivating example for each topic ·         Applications and implementations in R for all models discussed ·         Emphasis on association and symmetry models ·         Extensive bibliography ·         Up-to-date supplementary material available on the author?s website   An excellent reference for graduate students, researchers, and practitioners in statistics as well as in the biosciences and social sciences, Contingency Table Analysis may also be used as a supplementary textbook for courses on categorical data analysis with emphasis on special models for ordinal data. Prerequisites include basic background knowledge of statistical inference. 410 0$aStatistics for Industry and Technology,$x2364-6241 606 $aStatistics 606 $aApplied mathematics 606 $aEngineering mathematics 606 $aR (Computer program language) 606 $aStatistical Theory and Methods$3https://scigraph.springernature.com/ontologies/product-market-codes/S11001 606 $aStatistics for Social Sciences, Humanities, Law$3https://scigraph.springernature.com/ontologies/product-market-codes/S17040 606 $aStatistics for Life Sciences, Medicine, Health Sciences$3https://scigraph.springernature.com/ontologies/product-market-codes/S17030 606 $aStatistics and Computing/Statistics Programs$3https://scigraph.springernature.com/ontologies/product-market-codes/S12008 606 $aApplications of Mathematics$3https://scigraph.springernature.com/ontologies/product-market-codes/M13003 615 0$aStatistics. 615 0$aApplied mathematics. 615 0$aEngineering mathematics. 615 0$aR (Computer program language). 615 14$aStatistical Theory and Methods. 615 24$aStatistics for Social Sciences, Humanities, Law. 615 24$aStatistics for Life Sciences, Medicine, Health Sciences. 615 24$aStatistics and Computing/Statistics Programs. 615 24$aApplications of Mathematics. 676 $a519.5 700 $aKateri$b Maria$4aut$4http://id.loc.gov/vocabulary/relators/aut$0721771 801 0$bMiAaPQ 801 1$bMiAaPQ 801 2$bMiAaPQ 906 $aBOOK 912 $a9910300152303321 996 $aContingency table analysis$91410558 997 $aUNINA 999 $aThis Record contains information from the Harvard Library Bibliographic Dataset, which is provided by the Harvard Library under its Bibliographic Dataset Use Terms and includes data made available by, among others the Library of Congress