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Original Articles

Estimating and Testing Mediation Effects with Censored Data

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Pages 18-34 | Published online: 07 Jan 2011

REFERENCES

  • Baron , R. M. and Kenny , D. A. 1986 . The moderator–mediator variable distinction in social psychological research: Conceptual, strategic, and statistical considerations . Journal of Personality and Social Psychology , 51 : 1173 – 1182 .
  • Bollen , K. A. and Stine , R. A. 1990 . Direct and indirect effects: Classical and bootstrap estimates of variability . Sociological Methodology , 20 : 115 – 140 .
  • Brandt , J. 1991 . The Hopkins Verbal Learning Test: Development of a new memory test with six equivalent forms . Clinical Neuropsychologist , 5 ( 2 ) : 125 – 142 .
  • Brown , R. L. 1992 . Estimation problems with Type I censored response distributions in structural equation modeling . Educational and Psychological Measurement , 52 : 325 – 336 .
  • Chib , S. 1992 . Bayes inference in the Tobit censored regression model . Journal of Econometrics , 51 : 79 – 99 .
  • Delis , D. , Kramer , J. , Kaplan , E. and Ober , B. 1987 . California Verbal Learning Test: Adult version San Antonio, TX : Psychological Corporation. .
  • Efron , B. 1979 . Bootstrap methods: Another look at the jackknife . The Annals of Statistics , 7 ( 1 ) : 1 – 26 .
  • Efron , B. 1987 . Better bootstrap confidence intervals . Journal of the American Statistical Association , 82 ( 397 ) : 171 – 185 .
  • Geman , S. and Geman , D. 1984 . Stochastic relaxation, Gibbs distributions, and the Bayesian restoration of images . IEEE Transactions on Pattern Analysis and Machine Intelligence , 6 : 721 – 741 .
  • Geweke , J. 1992 . “ Evaluating the accuracy of sampling–based approaches to the calculation of posterior moments. ” . In Bayesian statistics 4 Edited by: Bernado , J. O. B. J. M. , Dawid , A. P. and Smith , A. F. M. 169 – 193 . Oxford, , UK : Clarendon. .
  • Judd , C. M. and Kenny , D. A. 1981a . Estimating the effects of social interventions. New York : Cambridge University Press. .
  • Judd , C. M. and Kenny , D. A. 1981b . Process analysis: Estimating mediation in evaluation research . Evaluation Research , 5 : 602 – 619 .
  • Klein , J. P. and Moeschberger , M. L. 2003 . Survival analysis: Techniques for censored and truncated data, , 2nd ed. New York : Springer. .
  • MacKinnon , D. P. 2008 . Introduction to statistical mediation analysis. Mahwah, NJ : Lawrence Erlbaum Associates. .
  • MacKinnon , D. P. , Fairchild , A. J. and Fritz , M. S. 2007 . Mediation analysis . Annual Review of Psychology , 58 : 593 – 614 .
  • MacKinnon , D. P. , Lockwood , C. M. , Hoffman , J. M. , West , S. G. and Sheets , V. 2002 . A comparison of methods to test mediation and other intervening variable effects . Psychological Methods , 7 : 83 – 104 .
  • MacKinnon , D. P. , Lockwood , C. M. and Williams , J. 2004 . Confidence limits for the indirect effect: Distribution of the product and resampling methods . Multivariate Behavioral Research , 39 ( 1 ) : 99 – 128 .
  • Muthén , B. O. 1989 . Tobit factor analysis . British Journal of Mathematical and Statistical Psychology , 42 : 241 – 250 .
  • Muthén , B. O. 1990 . Moments of the censored and truncated normal distribution . British Journal of Mathematical and Statistical Psychology , 43 : 131 – 143 .
  • Plummer , M. , Best , N. , Cowles , K. and Vines , K. 2006 . CODA: Convergence diagnosis and output analysis for MCMC . R News , 6 ( 1 ) : 7 – 11 . Retrieved October 2007, from http://CRAN.R-project.org/doc/Rnews/
  • Preacher , K. J. and Hayes , A. F. 2004 . SPSS and SAS procedures for estimating indirect effects in simple mediation models . Behavior Research Methods, Instruments, & Computers , 36 : 717 – 731 .
  • Rey , A. 1964 . L'examen clinique en psychologie Paris : Presses Universitaires de France. .
  • Shrout , P. E. and Bolger , N. 2002 . Mediation in experimental and nonexperimental studies: New procedures and recommendations . Psychological Methods , 7 : 422 – 445 .
  • Sobel , M. E. 1982 . “ Asymptotic confidence intervals for indirect effects in structural equation models. ” . In Sociological methodology Edited by: Leinhardt , S. 290 – 312 . San Francisco, CA : Jossey-Bass. .
  • Tobin , J. 1958 . Estimation of relationships for limited dependent variables . Econometria , 26 ( 1 ) : 24 – 36 .
  • Uttl , B. 2005 . Measurement of individual differences: Lessons from memory assessment in research and clinical practice . Psychological Science , 16 : 460 – 467 .
  • 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 .
  • Wechsler , D. 1945 . A standardized memory scale for clinical use . Journal of Psychology , 19 : 87 – 95 .
  • Wechsler , D. 1987 . Wechsler Memory Scale—revised San Antonio, TX : Psychological Corporation. .
  • Wechsler , D. 1997 . Wechsler Memory Scale—III. San Antonio, TX : Psychological Corporation. .
  • Willis , S. L. , Tennstedt , S. L. , Marsiske , M. , Ball , K. , Elias , J. Koepke , K. M. 2006 . Long-term effects of cognitive training on everyday functional outcomes in older adults . JAMA , 296 : 2805 – 2814 .
  • Wilson , B. , Cockburn , J. and Baddeley , A. 1985 . The Rivermead Behavioral Memory Test. Reading, UK/Gaylord, MI : Thames Valley Test Co./National Rehabilitation Services. .
  • Zhang , Z. , McArdle , J. J. , Wang , L. and Hamagami , F. 2008 . A SAS interface for Bayesian analysis with WinBUGS . Structural Equation Modeling , 15 : 705 – 728 .
  • Zhang , Z. and Wang , L. 2008 . “ Methods for evaluating mediation effects: Rationale and comparison. ” . In New trends in psychometrics Edited by: Shigemasu , K. , Okada , A. , Imaizumi , T. and Hoshino , T. 595 – 604 . Tokyo : Universal Academy Press. .

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