696
Views
6
CrossRef citations to date
0
Altmetric
Teacher's Corner

On Fitting a Multivariate Two-Part Latent Growth Model

, &

REFERENCES

  • Altheide , D. L. 1997 . Media participation in everyday life . Leisure Sciences , 19 : 17 – 29 .
  • Blozis , S. A. 2004 . Structured latent curve models for the study of change in multivariate repeated measures . Psychological Methods , 9 : 334 – 353 .
  • Blozis , S. A. 2007 . “ A second-order structured latent curve model for longitudinal data ” . In Longitudinal models in the behavioral and related sciences , Edited by: van Montfort , K. , Oud , J. and Satorra , A. 189 – 214 . Mahwah , NJ : Erlbaum .
  • Blozis , S. A. , Feldman , B. and Conger , R. 2007 . Adolescent alcohol use and adult alcohol disorders: A two-part random-effects model with diagnostic outcomes . Drug and Alcohol Dependence , 88 : 85 – 96 .
  • Brown , E. C. , Catalano , R. F. , Fleming , C. B. , Haggerty , K. P. and Abbott , R. D. 2005 . Adolescent substance use outcomes in the Raising Healthy Children Project: A two-part latent growth curve analysis . Journal of Consulting and Clinical Psychology , 73 : 699 – 710 .
  • Duncan , S. , Duncan , T. E. and Strycker , L. A. 2006 . Alcohol use from ages 9–16: A cohort-sequential latent growth model . Drugs and Alcohol Dependence , 81 : 71 – 81 .
  • Glenn , N. D. 2007 . “ Age, period, and cohort effects ” . In Blackwell encyclopedia of sociology , Edited by: Ritzer , G. 52 – 56 . Malden , MA : Blackwell .
  • Hall , D. B. 2000 . Zero-inflated Poisson and binominal regression with random effects: A case study . Biometrics , 56 : 1030 – 1039 .
  • Hill , M. S. 1991 . The panel study of income dynamics: A user's guide , Thousand Oaks , CA : Sage .
  • Hofferth, S., Davis-Kean, P. E., Davis, J.Finkelstein, J.1997The Child Development Supplement to The Panel Study of Income Dynamics: 1997 User Guide. http://psidonline.isr.umich.edu/CDS/usergd.html (http://psidonline.isr.umich.edu/CDS/usergd.html)
  • Hoffman , L. , Hofer , S. M. and Sliwinski , M. J. 2011 . On the confounds among retest gains and age-cohort differences in the estimation of within-person change in longitudinal studies: A simulation study . Psychology and Aging , 26 : 778 – 791 .
  • Hoffmann , J. P. , Cerbone , F. G. and Su , S. S. 2000 . A growth curve analysis of stress and adolescent drug use . Substance Use and Misuse , 35 : 687 – 716 .
  • Liang , N. M. and Zeger , S. L. 1986 . Longitudinal data analysis using generalized linear models . Biometrika , 73 : 13 – 22 .
  • Liu , L. , Ma , J. Z. and Johnson , B. A. 2008 . A multi-level two-part random effects model, with application to an alcohol-dependence study . Statistics in Medicine , 27 : 3528 – 3539 .
  • MacCallum , R. C. , Kim , C. , Malarkey , W. B. and Kiecolt-Glaser , J. K. 1997 . Studying multivariate change using multilevel models and latent curve models . Multivariate Behavioral Research , 32 : 215 – 253 .
  • Mainieri, T.2006The panel study of income dynamics child development supplement: User guide for CDS II. http://psidonline.isr.umich.edu/CDS/cdsii_userGd.pdf (http://psidonline.isr.umich.edu/CDS/cdsii_userGd.pdf)
  • Meredith , W. and Tisak , J. June 1984 . “ Paper presented at the annual meeting of the Psychometric Society ” . In Tuckerizing curves June , Santa Barbara , CA
  • Meredith , W. and Tisak , J. 1990 . Latent curve analysis . Psychometrika , 55 : 107 – 122 .
  • Miyazaki , Y. and Raudenbush , S. W. 2000 . Test for linkage of multiple cohorts in an accelerated longitudinal design . Psychological Methods , 5 : 44 – 63 .
  • Muthén , B. O. 2001 . “ Unpublished manuscript ” . In Two-part growth mixture modeling
  • Muthén , B. O. 1998–2004 . Mplus technical appendices , Los Angeles , CA : Muthén & Muthén .
  • Muthén , L. K. and Muthén , B. O. 1998–2010 . Mplus user's guide , 6th , Los Angeles , CA : Muthén & Muthén .
  • Olsen , M. K. and Schafer , J. L. 2001 . A two-part random effects model for semicontinuous longitudinal data . Journal of the American Statistical Association , 96 : 730 – 745 .
  • Petras , H. , Nieuwbeerta , P. and Piquero , A. R. 2010 . Participation and frequency during criminal careers over the life span . Criminology , 48 : 607 – 637 .
  • Pinheiro , J. C. and Bates , D. M. 2000 . Mixed-effects models in S and S-PLUS , New York , NY : Springer .
  • Reinsel , G. 1992 . Multivariate repeated-measurement or growth curve models with multivariate random-effects covariance structure . Journal of the American Statistical Association , 77 : 190 – 195 .
  • Rubin , D. B. 1976 . Inference and missing data . Biometrika , 63 : 581 – 592 .
  • Skrondal , A. and Rabe-Hesketh , S. 2004 . Generalized latent variable modeling: Multilevel, longitudinal and structural equation models , New York , NY : Chapman & Hall/CRC .
  • Su , L. , Tom , B. D. M. and Farewell , V. T. 2009 . Bias in 2-part mixed models for longitudinal semicontinuous data . Biostatistics , 10 : 374 – 389 .
  • Teukolsky , S. A. , Vetterling , W. T. and Flannery , B. P. 2007 . “ Random numbers ” . In Numerical recipes: The art of scientific computing , 340 – 418 . Hong Kong : William H. Press .
  • Tobin , J. 1958 . Estimation of relationships for limited dependent variables . Econometrica , 26 : 24 – 36 .
  • Tooze , J. A. , Grunwald , G. K. and Jones , R. H. 2002 . Analysis of repeated measures data with clumping at zero . Statistical Methods in Medical Research , 11 : 341 – 355 .
  • Vazsonyi , A. T. and Keiley , M. K. 2007 . Normative developmental trajectories of aggressive behaviors in African American, American Indian, Asian American, Caucasian, and Hispanic children and early adolescents . Journal of Abnormal Child Psychology , 35 : 1047 – 1062 .
  • Verbeke , G. and Davidian , M. 2008 . “ Joint models for longitudinal data: Introduction and review ” . In Longitudinal data analysis: Handbooks of modern statistical methods , Edited by: Fitzmaurice , G. , Davidian , M. , Verbeke , G. and Molenberghs , G. 319 – 326 . Boca Raton , FL : Chapman & Hall/CRC Press .
  • Verbeke , G. and Molenberghs , G. 2000 . Linear mixed models for longitudinal data , New York , NY : Springer Verlag .
  • Wang , L. , Zhang , Z. , McArdle , J. J. and Salthouse , T. A. 2008 . Investigating ceiling effects in longitudinal data analysis . Multivariate Behavioral Research , 43 : 476 – 496 .
  • Weaver , S. R. , Cheong , J. , MacKinnon , D. and Pentz , M. A. 2011 . Investigating ethnic differences in adolescent alcohol use and peer norms using semi-continuous latent growth models . Alcohol and Alcoholism , 46 ( 4 ) : 1 – 7 .
  • Witkiewitz , K. and Masyn , K. 2008 . Drinking trajectories following an initial lapse . Psychology of Addictive Behaviors , 22 : 157 – 167 .

Reprints and Corporate Permissions

Please note: Selecting permissions does not provide access to the full text of the article, please see our help page How do I view content?

To request a reprint or corporate permissions for this article, please click on the relevant link below:

Academic Permissions

Please note: Selecting permissions does not provide access to the full text of the article, please see our help page How do I view content?

Obtain permissions instantly via Rightslink by clicking on the button below:

If you are unable to obtain permissions via Rightslink, please complete and submit this Permissions form. For more information, please visit our Permissions help page.