Daniel J Bauer

Summary

Affiliation: North Carolina State University
Country: USA

Publications

  1. ncbi request reprint Distributional assumptions of growth mixture models: implications for overextraction of latent trajectory classes
    Daniel J Bauer
    Department of Psychology, College of Humanities and Social Sciences, North Carolina State University, Raleigh 27695 7801, USA
    Psychol Methods 8:338-63. 2003
  2. ncbi request reprint The integration of continuous and discrete latent variable models: potential problems and promising opportunities
    Daniel J Bauer
    Department of Psychology, North Carolina State University, Raleigh, NC 27695 7801, USA
    Psychol Methods 9:3-29. 2004
  3. pmc Fitting multilevel models with ordinal outcomes: performance of alternative specifications and methods of estimation
    Daniel J Bauer
    Department of Psychology, University of North Carolina at Chapel Hill 27599 3270, USA
    Psychol Methods 16:373-90. 2011
  4. pmc Integrative data analysis in clinical psychology research
    Andrea M Hussong
    Department of Psychology, University of North Carolina at Chapel Hill, North Carolina 27599, USA
    Annu Rev Clin Psychol 9:61-89. 2013
  5. pmc Psychometric approaches for developing commensurate measures across independent studies: traditional and new models
    Daniel J Bauer
    Department of Psychology, University of North Carolina, Chapel Hill, NC 27599 3270, USA
    Psychol Methods 14:101-25. 2009
  6. pmc Analyzing repeated measures data on individuals nested within groups: accounting for dynamic group effects
    Daniel J Bauer
    Department of Psychology, University of North Carolina, Chapel Hill, NC 27599 3270, USA
    Psychol Methods 18:1-14. 2013
  7. pmc Characterizing the life stressors of children of alcoholic parents
    Andrea M Hussong
    Department of Psychology, University of North Carolina at Chapel Hill, NC 25799 3297, USA
    J Fam Psychol 22:819-32. 2008
  8. pmc The disaggregation of within-person and between-person effects in longitudinal models of change
    Patrick J Curran
    Department of Psychology, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina 27599, USA
    Annu Rev Psychol 62:583-619. 2011
  9. ncbi request reprint Testing main effects and interactions in latent curve analysis
    Patrick J Curran
    Department of Psychology, University of North Carolina at Chapel Hill, Chapel Hill, NC 27599 3270, USA
    Psychol Methods 9:220-37. 2004
  10. pmc Evaluating models for partially clustered designs
    Scott A Baldwin
    Department of Psychology, Brigham Young University, Provo, UT 84460, USA
    Psychol Methods 16:149-65. 2011

Detail Information

Publications15

  1. ncbi request reprint Distributional assumptions of growth mixture models: implications for overextraction of latent trajectory classes
    Daniel J Bauer
    Department of Psychology, College of Humanities and Social Sciences, North Carolina State University, Raleigh 27695 7801, USA
    Psychol Methods 8:338-63. 2003
    ..Significant predictive relationships may be obscured or spurious relationships identified. The implications of these results for applied research are highlighted, and future directions for quantitative developments are suggested...
  2. ncbi request reprint The integration of continuous and discrete latent variable models: potential problems and promising opportunities
    Daniel J Bauer
    Department of Psychology, North Carolina State University, Raleigh, NC 27695 7801, USA
    Psychol Methods 9:3-29. 2004
    ..However, armed with greater knowledge about the estimation of SEMMs in practice, researchers can exploit the flexibility of the model to gain a fuller understanding of the phenomenon under study...
  3. pmc Fitting multilevel models with ordinal outcomes: performance of alternative specifications and methods of estimation
    Daniel J Bauer
    Department of Psychology, University of North Carolina at Chapel Hill 27599 3270, USA
    Psychol Methods 16:373-90. 2011
    ..In contrast to binary data, PQL often performs as well as ML when used with ordinal data. Further, the performance of PQL is typically superior to ML when the data include a small to moderate number of clusters (i.e., ≤ 50 clusters)...
  4. pmc Integrative data analysis in clinical psychology research
    Andrea M Hussong
    Department of Psychology, University of North Carolina at Chapel Hill, North Carolina 27599, USA
    Annu Rev Clin Psychol 9:61-89. 2013
    ..In this review, we outline potential solutions to these challenges and describe future avenues for developing IDA as a framework for studies in clinical psychology...
  5. pmc Psychometric approaches for developing commensurate measures across independent studies: traditional and new models
    Daniel J Bauer
    Department of Psychology, University of North Carolina, Chapel Hill, NC 27599 3270, USA
    Psychol Methods 14:101-25. 2009
    ..The potential of this new model to resolve the problem of measurement in integrative data analysis is shown via an empirical example examining changes in alcohol involvement from ages 10 to 22 years across 2 longitudinal studies...
  6. pmc Analyzing repeated measures data on individuals nested within groups: accounting for dynamic group effects
    Daniel J Bauer
    Department of Psychology, University of North Carolina, Chapel Hill, NC 27599 3270, USA
    Psychol Methods 18:1-14. 2013
    ..The 2nd example concerns dynamic family effects on individual trajectories of externalizing behavior and depression...
  7. pmc Characterizing the life stressors of children of alcoholic parents
    Andrea M Hussong
    Department of Psychology, University of North Carolina at Chapel Hill, NC 25799 3297, USA
    J Fam Psychol 22:819-32. 2008
    ..COAs were also more likely to experience stressors repetitively and to rate their stressors as more severe (in adulthood). Implications for prevention and intervention programs targeting this risk group are discussed...
  8. pmc The disaggregation of within-person and between-person effects in longitudinal models of change
    Patrick J Curran
    Department of Psychology, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina 27599, USA
    Annu Rev Psychol 62:583-619. 2011
    ..Potential limitations and directions for future research are discussed, and recommendations for the disaggregation of effects in practice are offered...
  9. ncbi request reprint Testing main effects and interactions in latent curve analysis
    Patrick J Curran
    Department of Psychology, University of North Carolina at Chapel Hill, Chapel Hill, NC 27599 3270, USA
    Psychol Methods 9:220-37. 2004
    ..A worked example is presented, and the use of these techniques is recommended whenever estimating conditional LCAs in practice...
  10. pmc Evaluating models for partially clustered designs
    Scott A Baldwin
    Department of Psychology, Brigham Young University, Provo, UT 84460, USA
    Psychol Methods 16:149-65. 2011
    ..To attain sufficient power in partially clustered designs, researchers should attend primarily to the number of clusters in the study. An illustration using data from a partially clustered eating disorder prevention trial is provided...
  11. doi request reprint Psychometric properties of the mini-IPIP in a large, nationally representative sample of young adults
    Ruth E Baldasaro
    Department of Psychology, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
    J Pers Assess 95:74-84. 2013
    ..We offer practical considerations for researchers interested in using this inventory with this sample, and also suggestions for modification of the Mini-IPIP...
  12. doi request reprint Matching method with theory in person-oriented developmental psychopathology research
    Sonya K Sterba
    L L Thurstone Psychometric Laboratory, Department of Psychology, The University of North Carolina at Chapel Hill, Campus Box 3270, Chapel Hill, NC 27599 3270, USA
    Dev Psychopathol 22:239-54. 2010
    ..We review assumptions, strengths, and limitations of model-based person-oriented methods, clarifying which theoretical principles they can test and the compromises and trade-offs required to do so...
  13. ncbi request reprint Building path diagrams for multilevel models
    Patrick J Curran
    Department of Psychology, University of North Carolina, NC 27599 3270, USA
    Psychol Methods 12:283-97. 2007
    ..They then demonstrate their approach using several published empirical multilevel applications and conclude with potential limitations and directions for future developments...
  14. ncbi request reprint Conceptualizing and testing random indirect effects and moderated mediation in multilevel models: new procedures and recommendations
    Daniel J Bauer
    Department of Psychology, University of North Carolina at Chapel Hill, Chapel Hill, NC 27599 3270, USA
    Psychol Methods 11:142-63. 2006
    ..These methods are further developed to address hypotheses of moderated mediation in the multilevel context. An example demonstrates the feasibility and usefulness of the proposed methods...
  15. ncbi request reprint Local solutions in the estimation of growth mixture models
    John R Hipp
    University of North Carolina at Chapel Hill, Department of Sociology, Chapel Hill, NC 27599, USA
    Psychol Methods 11:36-53. 2006
    ..Often, the defaults of current software need to be overridden to thoroughly evaluate the parameter space and obtain confidence that the maximum likelihood solution has in fact been obtained...