메뉴 건너뛰기




Volumn 12, Issue 3, 2007, Pages 298-316

Hierarchical Modeling of Sequential Behavioral Data: Examining Complex Association Patterns in Mediation Models

Author keywords

behavioral observation; empirical Bayes; loglinear model; mediation model; multilevel model

Indexed keywords

ARTICLE; EMPIRICAL RESEARCH; HUMAN; INTERPERSONAL COMMUNICATION; PSYCHOLOGICAL MODEL; SOCIAL BEHAVIOR;

EID: 34548829941     PISSN: 1082989X     EISSN: None     Source Type: Journal    
DOI: 10.1037/1082-989X.12.3.298     Document Type: Article
Times cited : (12)

References (51)
  • 2
    • 17644412723 scopus 로고
    • Analyzing sequential data on dyads: A comment on Gottman
    • Allison P.D., and Liker J.K. Analyzing sequential data on dyads: A comment on Gottman. Psychological Bulletin 91 (1982) 393-403
    • (1982) Psychological Bulletin , vol.91 , pp. 393-403
    • Allison, P.D.1    Liker, J.K.2
  • 4
    • 0000844803 scopus 로고    scopus 로고
    • Detecting group differences in sequential association using sampled permutations: Log odds, kappa, and phi compared
    • Bakeman R., McArthur D., and Quera V. Detecting group differences in sequential association using sampled permutations: Log odds, kappa, and phi compared. Behavior Research Methods, Instruments, & Computers 28 (1996) 446-457
    • (1996) Behavior Research Methods, Instruments, & Computers , vol.28 , pp. 446-457
    • Bakeman, R.1    McArthur, D.2    Quera, V.3
  • 5
    • 11944261100 scopus 로고
    • Log-linear approaches to lag-sequential analysis when consecutive codes may and cannot repeat
    • Bakeman R., and Quera V. Log-linear approaches to lag-sequential analysis when consecutive codes may and cannot repeat. Psychological Bulletin 118 (1995) 272-284
    • (1995) Psychological Bulletin , vol.118 , pp. 272-284
    • Bakeman, R.1    Quera, V.2
  • 9
    • 0042484818 scopus 로고    scopus 로고
    • A case study on the choice, interpretation, and checking of multilevel models for longitudinal, binary outcomes
    • Carlin J.B., Wolfe R., Brown C.H., and Gelman A. A case study on the choice, interpretation, and checking of multilevel models for longitudinal, binary outcomes. Biostatistics 2 (2002) 397-416
    • (2002) Biostatistics , vol.2 , pp. 397-416
    • Carlin, J.B.1    Wolfe, R.2    Brown, C.H.3    Gelman, A.4
  • 12
    • 1642394976 scopus 로고    scopus 로고
    • Bayesian hierarchical modeling of heterogeneity in multiple contingency tables: An application to behavioral observation data
    • Dagne G.A., Brown C.H., and Howe G.W. Bayesian hierarchical modeling of heterogeneity in multiple contingency tables: An application to behavioral observation data. Journal of Educational and Behavioral Statistics 28 (2003) 339-352
    • (2003) Journal of Educational and Behavioral Statistics , vol.28 , pp. 339-352
    • Dagne, G.A.1    Brown, C.H.2    Howe, G.W.3
  • 13
    • 85047673368 scopus 로고    scopus 로고
    • Hierarchical modeling of structure for behavioral data: An empirical Bayesian approach
    • Dagne G.A., Howe G.W., Brown C.H., and Muthén B. Hierarchical modeling of structure for behavioral data: An empirical Bayesian approach. Psychological Methods 7 (2002) 262-280
    • (2002) Psychological Methods , vol.7 , pp. 262-280
    • Dagne, G.A.1    Howe, G.W.2    Brown, C.H.3    Muthén, B.4
  • 18
    • 0003083206 scopus 로고
    • The analysis of cross classified data having ordered and/or unordered categories: Association models, correlation models, and asymmetry models for contingency tables with or without missing entries
    • Goodman L.A. The analysis of cross classified data having ordered and/or unordered categories: Association models, correlation models, and asymmetry models for contingency tables with or without missing entries. Annals of Statistics 13 (1985) 10-69
    • (1985) Annals of Statistics , vol.13 , pp. 10-69
    • Goodman, L.A.1
  • 19
    • 0001669826 scopus 로고
    • Detecting cyclicity in social interaction
    • Gottman J.M. Detecting cyclicity in social interaction. Psychological Bulletin 86 (1979) 338-348
    • (1979) Psychological Bulletin , vol.86 , pp. 338-348
    • Gottman, J.M.1
  • 21
    • 0025942764 scopus 로고
    • Determinants of satisfaction with marital discussions: An exploration of husband and wife differences
    • Haefner P.T., Notarius C.I., and Pellegrini D.S. Determinants of satisfaction with marital discussions: An exploration of husband and wife differences. Behavioral Assessment 13 (1991) 67-82
    • (1991) Behavioral Assessment , vol.13 , pp. 67-82
    • Haefner, P.T.1    Notarius, C.I.2    Pellegrini, D.S.3
  • 22
    • 0000512012 scopus 로고
    • Interpretation of dummy variables in semilogarithmic equations
    • Halvorsen R., and Palmquist R. Interpretation of dummy variables in semilogarithmic equations. American Economic Review 70 (1980) 474-475
    • (1980) American Economic Review , vol.70 , pp. 474-475
    • Halvorsen, R.1    Palmquist, R.2
  • 24
    • 0030110906 scopus 로고    scopus 로고
    • MIXOR: A computer program for mixed-effects ordinal regression analysis
    • Hedeker D., and Gibbons R.D. MIXOR: A computer program for mixed-effects ordinal regression analysis. Computer Methods and Programs in Biomedicine 49 (1996) 157-176
    • (1996) Computer Methods and Programs in Biomedicine , vol.49 , pp. 157-176
    • Hedeker, D.1    Gibbons, R.D.2
  • 25
    • 0033885217 scopus 로고    scopus 로고
    • Random-effects regression analysis of correlated grouped-time survival data
    • Hedeker D., Siddiqui O., and Hu F.B. Random-effects regression analysis of correlated grouped-time survival data. Statistical Methods in Medical Research 9 (2000) 161-179
    • (2000) Statistical Methods in Medical Research , vol.9 , pp. 161-179
    • Hedeker, D.1    Siddiqui, O.2    Hu, F.B.3
  • 26
    • 34548840009 scopus 로고    scopus 로고
    • Howe, G. W. (1995, March). Couples problem solving following job loss. Paper presented at the Biennial Meeting of the Society for Research in Child Development, Indianapolis, IA.
  • 27
    • 0000277651 scopus 로고
    • When couples cope with job loss: A strategy for developing and testing preventive interventions
    • Murphy L.R., Hurrell Jr. J.J., Sauter S.L., and Keita G.P. (Eds), American Psychological Association, Washington, DC
    • Howe G.W., Caplan R.D., Foster D., Lockshin M., and McGrath C. When couples cope with job loss: A strategy for developing and testing preventive interventions. In: Murphy L.R., Hurrell Jr. J.J., Sauter S.L., and Keita G.P. (Eds). Job stress interventions (1995), American Psychological Association, Washington, DC 139-158
    • (1995) Job stress interventions , pp. 139-158
    • Howe, G.W.1    Caplan, R.D.2    Foster, D.3    Lockshin, M.4    McGrath, C.5
  • 28
    • 17244371889 scopus 로고    scopus 로고
    • Multilevel methods for modeling observed sequences of family interaction
    • Howe G.W., Dagne G., and Brown C.H. Multilevel methods for modeling observed sequences of family interaction. Journal of Family Psychology 19 (2005) 72-85
    • (2005) Journal of Family Psychology , vol.19 , pp. 72-85
    • Howe, G.W.1    Dagne, G.2    Brown, C.H.3
  • 29
    • 0009423508 scopus 로고    scopus 로고
    • Application of the multigraph representation of hierarchical log-linear models
    • von Eye A., and Clogg C.C. (Eds), Academic Press, New York
    • Khamis H.J. Application of the multigraph representation of hierarchical log-linear models. In: von Eye A., and Clogg C.C. (Eds). Categorical variables in developmental research: Method of analysis (1996), Academic Press, New York 215-229
    • (1996) Categorical variables in developmental research: Method of analysis , pp. 215-229
    • Khamis, H.J.1
  • 30
    • 0020333131 scopus 로고
    • Random-effects models for longitudinal data
    • Laird N.M., and Ware J.H. Random-effects models for longitudinal data. Biometrics 38 (1982) 963-974
    • (1982) Biometrics , vol.38 , pp. 963-974
    • Laird, N.M.1    Ware, J.H.2
  • 31
    • 0242510875 scopus 로고    scopus 로고
    • How much does the far future matter? A hierarchical Bayesian analysis of the public's willingness to mitigate ecological impacts of climate change
    • Layton D.V., and Levine R.A. How much does the far future matter? A hierarchical Bayesian analysis of the public's willingness to mitigate ecological impacts of climate change. Journal of the American Statistical Association 98 (2003) 533-544
    • (2003) Journal of the American Statistical Association , vol.98 , pp. 533-544
    • Layton, D.V.1    Levine, R.A.2
  • 33
    • 0000265302 scopus 로고
    • Estimating mediated effects in prevention studies
    • MacKinnon D.P., and Dwyer J.H. Estimating mediated effects in prevention studies. Evaluation Review 17 (1993) 144-158
    • (1993) Evaluation Review , vol.17 , pp. 144-158
    • MacKinnon, D.P.1    Dwyer, J.H.2
  • 36
    • 34548838136 scopus 로고    scopus 로고
    • Retrieved June 15, 2005, from http://statmodel.com/download/webnotes/mc3.pdf
    • Muthén B.O., and Asparouhov T. Modeling of heteroscedastic measurement errors (2002). http://statmodel.com/download/webnotes/mc3.pdf Retrieved June 15, 2005, from http://statmodel.com/download/webnotes/mc3.pdf
    • (2002) Modeling of heteroscedastic measurement errors
    • Muthén, B.O.1    Asparouhov, T.2
  • 39
    • 0031299451 scopus 로고    scopus 로고
    • Developmental model for late-onset delinquency
    • Osgood D.W. (Ed), University of Nebraska Press, Lincoln
    • Patterson J.R., and Yoerger K. Developmental model for late-onset delinquency. In: Osgood D.W. (Ed). Motivation and delinquency: Nebraska Symposium on Motivation 44 (1997), University of Nebraska Press, Lincoln 119-177
    • (1997) Motivation and delinquency: Nebraska Symposium on Motivation , vol.44 , pp. 119-177
    • Patterson, J.R.1    Yoerger, K.2
  • 40
    • 10044290370 scopus 로고    scopus 로고
    • Generalized multilevel structural equation modeling
    • Rabe-Hesketh S., Skrondal A., and Pickles A. Generalized multilevel structural equation modeling. Psychometrika 69 (2004) 167-190
    • (2004) Psychometrika , vol.69 , pp. 167-190
    • Rabe-Hesketh, S.1    Skrondal, A.2    Pickles, A.3
  • 41
    • 0000981409 scopus 로고
    • Nonstandard log-linear models
    • Rindskopf D. Nonstandard log-linear models. Psychological Bulletin 108 (1990) 150-162
    • (1990) Psychological Bulletin , vol.108 , pp. 150-162
    • Rindskopf, D.1
  • 42
    • 0033276406 scopus 로고    scopus 로고
    • Some hazards of using nonstandard log-linear models, and how to avoid them
    • Rindskopf D. Some hazards of using nonstandard log-linear models, and how to avoid them. Psychological Methods 4 (1999) 339-347
    • (1999) Psychological Methods , vol.4 , pp. 339-347
    • Rindskopf, D.1
  • 43
    • 0003006771 scopus 로고
    • Measurement in observational research
    • Sackett G.P. (Ed), University Park Press, Baltimore
    • Sackett G.P. Measurement in observational research. In: Sackett G.P. (Ed). Observing behavior: Data collection and analysis methods 2 (1978), University Park Press, Baltimore 25-44
    • (1978) Observing behavior: Data collection and analysis methods , vol.2 , pp. 25-44
    • Sackett, G.P.1
  • 45
    • 84907319426 scopus 로고
    • Asymptotic properties of maximum likelihood estimators and likelihood ratio tests under nonstandard conditions
    • Self S.G., and Liang K.-Y. Asymptotic properties of maximum likelihood estimators and likelihood ratio tests under nonstandard conditions. Journal of the American Statistical Association 82 (1987) 605-610
    • (1987) Journal of the American Statistical Association , vol.82 , pp. 605-610
    • Self, S.G.1    Liang, K.-Y.2
  • 46
    • 33646472734 scopus 로고    scopus 로고
    • The role of behavioral observation in measurement systems for randomized intervention trials
    • Snyder J., Reid J., Stoolmiller M., Howe G., Brown C.H., Dagne G.A., et al. The role of behavioral observation in measurement systems for randomized intervention trials. Prevention Science 7 (2006) 43-56
    • (2006) Prevention Science , vol.7 , pp. 43-56
    • Snyder, J.1    Reid, J.2    Stoolmiller, M.3    Howe, G.4    Brown, C.H.5    Dagne, G.A.6
  • 47
    • 0017251128 scopus 로고
    • Measuring dyadic adjustment: New scales for assessing the quality of marriage and similar dyads
    • Spanier G. Measuring dyadic adjustment: New scales for assessing the quality of marriage and similar dyads. Journal of Marriage and the Family 38 (1976) 15-28
    • (1976) Journal of Marriage and the Family , vol.38 , pp. 15-28
    • Spanier, G.1
  • 48
    • 0028641810 scopus 로고
    • Variance components testing in the longitudinal mixed effects model
    • Stram D.O., and Lee J.W. Variance components testing in the longitudinal mixed effects model. Biometrics 50 (1994) 1171-1177
    • (1994) Biometrics , vol.50 , pp. 1171-1177
    • Stram, D.O.1    Lee, J.W.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.