The Oxford Handbook of Quantitative Methods in Psychology

VOLUME 1 ; 1. INTRODUCTION ; TODD D. LITTLE ; 2. THE PHILOSOPHY OF QUANTITATIVE METHODS ; BRIAN D. HAIG ; 3. QUANTITATIVE METHODS AND ETHICS ; RALPH L. ROSNOW AND ROBERT ROSENTHAL ; 4. SPECIAL POPULATIONS ; KEITH F. WIDAMAN, DAWNTE R. EARLY, AND RAND D. CONGER ; 5. THEORY CONSTRUCTION, MODEL BUILDING, AND MODEL SELECTION ; JAMES JACCARD ; 6. TEACHING QUANTITATIVE PSYCHOLOGY ; LISA L. HARLOW ; 7. MODERN TEST THEORY ; R. P. MCDONALD ; 8. THE IRT TRADITION AND ITS APPLICATIONS ; R.J. DE AYALA ; 9. SURVEY DESIGN AND MEASURE DEVELOPMENT ; PAUL E. SPECTOR ; 10. HIGH STAKES TEST CONSTRUCTION AND TEST USE ; NEAL M. KINGSTON AND LAURA B. KRAMER ; 11. EFFECT SIZE AND SAMPLE SIZE PLANNING ; KEN KELLEY ; 12. EXPERIMENTAL DESIGN FOR CAUSAL INFERENCE: CLINICAL TRIALS AND REGRESSION DISCONTINUITY DESIGNS ; KELLY HALLBERG, COADY WING, VIVIAN WONG, AND THOMAS D. COOK ; 13. MATCHING AND PROPENSITY SCORES ; PETER M. STEINER AND DAVID COOK ; 14. DESIGNS FOR AND ANALYSES OF RESPONSE TIME EXPERIMENTS ; TRISHA VAN ZANDT AND JAMES T. TOWNSEND ; 15. OBSERVATIONAL METHODS ; JAMIE M. OSTROV AND EMILY J. HART ; 16. A PRIMER OF EPIDEMIOLOGIC METHODS, CONCEPTS, AND ANALYSIS WITH EXAMPLES AND MORE ADVANCED APPLICATIONS WITHIN PSYCHOLOGY ; DAVID E. BARD, JOSEPH L. RODGERS, AND KEITH E. MULLER ; 17. PROGRAM EVALUATION: PRINCIPLES, PROCEDURES, AND PRACTICES ; AURELIO JOSE FIGUEREDO, SALLY GAYLE OLDERBAK, GABRIEL LEE SCHLOMER, RAFAEL ANTONIO GARCIA, AND PEDRO SOFIO ABRIL WOLF ; 18. OVERVIEW OF STATISTICAL ESTIMATION METHODS ; KE-HAI YUAN AND CHRISTOF SCHUSTER ; 19. ROBUST STATISTICAL ESTIMATION ; DAVID M. ERCEG-HURN, RAND R. WILCOX, AND HARVEY J. KESELMAN ; 20. BAYESIAN STATISTICAL METHODS ; DAVID KAPLAN AND SARAH DEPAOLI ; 21. MATHEMATICAL MODELING ; DANIEL R. CAVAGNARO, JAY I. MYUNG, AND MARK A. PITT ; 22. WHAT WOULD HAPPEN IF...? MONTE CARLO ANALYSIS IN ACADEMIC RESEARCH ; P. E. JOHNSON ; VOLUME 2 ; 1. INTRODUCTION ; TODD LITTLE ; 2. OVERVIEW OF TRADITIONAL/CLASSICAL STATISTICAL APPROACHES ; BRUCE THOMPSON ; 3. GENERALIZED LINEAR MODELS ; STEFANY COXE, STEPHEN G. WEST, AND LEONA S. AIKEN ; 4. CATEGORICAL METHODS ; CAROL M. WOODS ; 5. CONFIGURAL FREQUENCY ANALYSIS ; ALEXANDER VON EYE, EUN-YOUNG MUN, PATRICK MAIR, AND STEFAN VON WEBER ; 6. NONPARAMETRIC STATISTICAL TECHNIQUES ; TRENT D. BUSKIRK, LISA M. WILLOUGHBY, AND TERRY T. TOMAZIC ; 7. CORRESPONDENCE ANALYSIS ; MICHAEL J. GREENACRE ; 8. SPATIAL ANALYSIS ; LUC ANSELIN, ALAN T. MURRAY, AND SERGIO J. REY ; 9. ANALYSIS OF IMAGING DATA ; LARRY R. PRICE ; 10. QUANTITATIVE ANALYSIS OF GENES ; SARAH E. MEDLAND ; 11. TWIN STUDIES AND BEHAVIOR GENETICS ; GABRIELLA A.M. BLOKLAND, MIRIAM A. MOSING, KARIN J.H. VERWEIJ, AND SARAH E. MEDLAND ; 12. MULTIDIMENSIONAL SCALING ; CODY S. DING ; 13. LATENT VARIABLE MEASUREMENT MODELS ; TIMOTHY A. BROWN ; 14. MULTILEVEL REGRESSION AND MULTILEVEL STRUCTURAL EQUATION MODELING ; JOOP J. HOX ; 15. STRUCTURAL EQUATION MODELS ; JOHN J. MCARDLE AND KELLY M. KADLEC ; 16. DEVELOPMENTS IN MEDIATION ANALYSIS ; DAVID P. MACKINNON, YASEMIN KISBU-SAKARYA, AND AMANDA C. GOTTSCHALL ; 17. MODERATION ; HERBERT W. MARSH, KIT-TAI HAU, ZHONGLIN WEN, BENJAMIN NAGENGAST, AND ALEXANDRE J.S. MORIN ; 18. LONGITUDINAL DATA ANALYSIS ; WEI WU, JAMES P. SELIG, AND TODD D. LITTLE ; 19. DYNAMICAL SYSTEMS AND MODELS OF CONTINUOUS TIME ; P. R. DEBOECK ; 20. INTENSIVE LONGITUDINAL DATA ; THEODORE A. WALLS ; 21. DYNAMIC FACTOR ANALYSIS: MODELING PERSON-SPECIFIC PROCESS ; NILAM RAM, ANNETTE BROSE, AND PETER C. M. MOLENAAR ; 22. TIME SERIES ANALYSIS ; WILLIAM W.S. WEI ; 23. ANALYZING EVENT HISTORY DATA ; TROND PETERSON ; 24. CLUSTERING AND CLASSIFICATION ; ANDRE A. RUPP ; 25. LATENT CLASS ANALYSIS AND FINITE MIXTURE MODELING ; KATHERINE E. MASYN ; 26. TAXOMETRICS ; THEODORE P. BEAUCHAINE ; 27. MISSING DATA METHODS ; AMANDA N. BARALDI AND CRAIG K. ENDERS ; 28. SECONDARY DATA ANALYSIS ; M. BRENT DONNELLAN AND RICHARD E. LUCAS ; 29. DATA MINING ; CAROLIN STROBL ; 30. META-ANALYSIS AND QUANTITATIVE RESEARCH SYNTHESIS ; NOEL A. CARD AND DEBORAH M. CASPER ; 31. COMMON FALLACIES IN QUANTITATIVE RESEARCH METHODOLOGY ; LIHSHING LEIGH WANG, AMBER S. WATTS, RAWNI A. ANDERSON, AND TODD D. LITTLE