LEADER 02855nam 2200589Ia 450 001 9910809631903321 005 20230725044919.0 010 $a1-118-21093-X 010 $a1-282-54830-1 010 $a9786612548307 010 $a0-470-58006-2 010 $a0-470-58005-4 035 $a(CKB)2550000000012197 035 $a(EBL)496024 035 $a(OCoLC)587389543 035 $a(SSID)ssj0000414574 035 $a(PQKBManifestationID)11296631 035 $a(PQKBTitleCode)TC0000414574 035 $a(PQKBWorkID)10395377 035 $a(PQKB)11572694 035 $a(MiAaPQ)EBC496024 035 $a(EXLCZ)992550000000012197 100 $a20090903d2010 uy 0 101 0 $aeng 135 $aur|n|---||||| 181 $ctxt 182 $cc 183 $acr 200 10$aComplex surveys $ea guide to analysis using R /$fThomas Lumley 210 $aHoboken, N.J. $cWiley$dc2010 215 $a1 online resource (296 p.) 225 1 $aWiley Series in Survey Methodology ;$vv.565 300 $aDescription based upon print version of record. 311 $a0-470-28430-7 320 $aIncludes bibliographical references and index. 327 $aComplex Surveys: A Guide to Analysis Using R; Contents; Acknowledgments; Preface; Acronyms; 1 Basic Tools; 2. Simple and Stratified sampling; 3. Cluster sampling; 4. Graphics; 5 Ratios and linear regression; 6 Categorical data regression; 7 Post-stratification, raking and calibration; 8 Two-phase sampling; 9 Missing data; 10 * Causal inference; Appendix A: Analytic Details; Appendix B: Basic R; Appendix C: Computational details; Appendix D: Database-backed design objects; Appendix E: Extending the package; References; Author Index; Topic Index 330 $aA complete guide to carrying out complex survey analysis using R As survey analysis continues to serve as a core component of sociological research, researchers are increasingly relying upon data gathered from complex surveys to carry out traditional analyses. Complex Surveys is a practical guide to the analysis of this kind of data using R, the freely available and downloadable statistical programming language. As creator of the specific survey package for R, the author provides the ultimate presentation of how to successfully use the software for analyzing data from complex s 410 0$aWiley Series in Survey Methodology 606 $aMathematical statistics$xData processing 606 $aR (Computer program language) 615 0$aMathematical statistics$xData processing. 615 0$aR (Computer program language) 676 $a515.0285 686 $aSK 845$2rvk 700 $aLumley$b Thomas$f1969-$01703999 801 0$bMiAaPQ 801 1$bMiAaPQ 801 2$bMiAaPQ 906 $aBOOK 912 $a9910809631903321 996 $aComplex surveys$94089643 997 $aUNINA