메뉴 건너뛰기




Volumn 33, Issue 7, 2009, Pages 519-537

Posterior Predictive Model Checking for Multidimensionality in Item Response Theory

Author keywords

Conditional covariance theory; Item response theory; Local independence; Multidimensionality; Posterior predictive model checking

Indexed keywords


EID: 70350053095     PISSN: 01466216     EISSN: 15523497     Source Type: Journal    
DOI: 10.1177/0146621608329504     Document Type: Article
Times cited : (67)

References (30)
  • 2
    • 43949124976 scopus 로고    scopus 로고
    • (IAP Statistics Network Tech. Rep. 0350), Louvain-la-Neuve, Belgium: Interuniversity Attraction Pole, Katholieke Universiteit Leuven
    • Berkhof, J., van Mechelen, I., & Gelman, A. (2004). Enhancing the performance of a posterior predictive check (IAP Statistics Network Tech. Rep. 0350). Louvain-la-Neuve, Belgium: Interuniversity Attraction Pole, Katholieke Universiteit Leuven.
    • (2004) Enhancing the Performance of a Posterior Predictive Check
    • Berkhof, J.1    van Mechelen, I.2    Gelman, A.3
  • 3
    • 0007169691 scopus 로고    scopus 로고
    • Differential item functioning: Its multidimensional model and resulting SIBT-EST detection procedure
    • Bolt, D., & Stout, W. (1996). Differential item functioning: Its multidimensional model and resulting SIBT-EST detection procedure. Behaviormetrika, 23, 67-95.
    • (1996) Behaviormetrika , vol.23 , pp. 67-95
    • Bolt, D.1    Stout, W.2
  • 4
    • 0033239554 scopus 로고    scopus 로고
    • A Bayesian random effects model for testlets
    • Bradlow, E.T., Wainer, H., & Wang, X. (1999). A Bayesian random effects model for testlets. Psychometrika, 64, 153-168.
    • (1999) Psychometrika , vol.64 , pp. 153-168
    • Bradlow, E.T.1    Wainer, H.2    Wang, X.3
  • 5
    • 0642281963 scopus 로고    scopus 로고
    • Local dependence indexes for item pairs using item response theory
    • Chen, W., & Thissen, D. (1997). Local dependence indexes for item pairs using item response theory. Journal of Educational and Behavioral Statistics, 22, 265-289.
    • (1997) Journal of Educational and Behavioral Statistics , vol.22 , pp. 265-289
    • Chen, W.1    Thissen, D.2
  • 6
    • 33845327093 scopus 로고    scopus 로고
    • A corrected asymptotic distribution of an IRT fit measure that accounts for the effects of item parameter estimation
    • (April). Paper presented at the annual meeting of the National Council on Measurement in Education, Chicago
    • Donoghue, J.R., & Hombo, C.M. (2003, April). A corrected asymptotic distribution of an IRT fit measure that accounts for the effects of item parameter estimation. Paper presented at the annual meeting of the National Council on Measurement in Education, Chicago.
    • (2003)
    • Donoghue, J.R.1    Hombo, C.M.2
  • 7
    • 84876678242 scopus 로고    scopus 로고
    • Evaluating item fit for a polytomous fusion model using posterior predictive checks
    • (April). Paper presented at the annual meeting of the National Council on Measurement in Education, Montreal, Quebec, Canada
    • Fu, J., Bolt, D.M., & Li, Y. (2005, April). Evaluating item fit for a polytomous fusion model using posterior predictive checks. Paper presented at the annual meeting of the National Council on Measurement in Education, Montreal, Quebec, Canada.
    • (2005)
    • Fu, J.1    Bolt, D.M.2    Li, Y.3
  • 8
    • 25444484077 scopus 로고    scopus 로고
    • Posterior predictive assessment of model fitness via realized discrepancies
    • Gelman, A., Meng, X.L., & Stern, H. (1996). Posterior predictive assessment of model fitness via realized discrepancies. Statistica Sinica, 6, 733-807.
    • (1996) Statistica Sinica , vol.6 , pp. 733-807
    • Gelman, A.1    Meng, X.L.2    Stern, H.3
  • 9
    • 0348218126 scopus 로고    scopus 로고
    • On the need for local item dependence
    • Habing, B., & Roussos, L.A. (2003). On the need for local item dependence. Psychometrika, 68, 435-451.
    • (2003) Psychometrika , vol.68 , pp. 435-451
    • Habing, B.1    Roussos, L.A.2
  • 10
    • 2342527650 scopus 로고    scopus 로고
    • Conditional independence and differential item functioning in the two-parameter logistic model
    • In A. Boomsma, M. A. J. van Duijn, & T. A. B. Snijders (Eds.), New York: Springer-Verlag
    • Hoijtink, H. (2001). Conditional independence and differential item functioning in the two-parameter logistic model. In A. Boomsma, M. A. J. van Duijn, & T. A. B. Snijders (Eds.), Essays in item response theory (pp. 109-130). New York: Springer-Verlag.
    • (2001) Essays in Item Response Theory , pp. 109-130
    • Hoijtink, H.1
  • 12
    • 84944592337 scopus 로고    scopus 로고
    • Posterior predictive model checking for multidimensionality in item response theory
    • (April). Paper presented at the annual meeting of the National Council on Measurement in Education, San Francisco
    • Levy, R., Mislevy, R.J., & Sinharay, S. (2006, April). Posterior predictive model checking for multidimensionality in item response theory. Paper presented at the annual meeting of the National Council on Measurement in Education, San Francisco.
    • (2006)
    • Levy, R.1    Mislevy, R.J.2    Sinharay, S.3
  • 14
    • 0042742904 scopus 로고
    • Posterior predictive p-values
    • Meng, X.L. (1994). Posterior predictive p-values. Annals of Statistics, 22, 1142-1160.
    • (1994) Annals of Statistics , vol.22 , pp. 1142-1160
    • Meng, X.L.1
  • 15
    • 17144411170 scopus 로고    scopus 로고
    • A graphical display of large correlation matrices
    • Murdoch, D.J., & Chow, E.D. (1996). A graphical display of large correlation matrices. American Statistician, 50, 178-180.
    • (1996) American Statistician , vol.50 , pp. 178-180
    • Murdoch, D.J.1    Chow, E.D.2
  • 16
    • 0033411905 scopus 로고    scopus 로고
    • A straightforward approach to Markov chain Monte Carlo methods for item response models
    • Patz, R.J., & Junker B.W. (1999). A straightforward approach to Markov chain Monte Carlo methods for item response models. Journal of Educational and Behavioral Statistics, 24, 146-178.
    • (1999) Journal of Educational and Behavioral Statistics , vol.24 , pp. 146-178
    • Patz, R.J.1    Junker, B.W.2
  • 17
    • 0002251164 scopus 로고    scopus 로고
    • A linear logistic multidimensional model
    • In W. J. van der Linden & R. K. Hambleton (Eds.), New York: Springer-Verlag
    • Reckase, M.D. (1997). A linear logistic multidimensional model. In W. J. van der Linden & R. K. Hambleton (Eds.), Handbook of modern item response theory (pp. 271-286). New York: Springer-Verlag.
    • (1997) Handbook of Modern Item Response Theory , pp. 271-286
    • Reckase, M.D.1
  • 18
    • 84970385680 scopus 로고
    • The discriminating power of test items that measure more than one ability
    • Reckase, M.D., & McKinley, R.L. (1991). The discriminating power of test items that measure more than one ability. Applied Psychological Measurement, 15, 361-373.
    • (1991) Applied Psychological Measurement , vol.15 , pp. 361-373
    • Reckase, M.D.1    McKinley, R.L.2
  • 20
    • 0000439370 scopus 로고
    • Bayesianly justifiable and relevant frequency calculations for the applied statistician
    • Rubin, D.B. (1984). Bayesianly justifiable and relevant frequency calculations for the applied statistician. Annals of Statistics, 12, 1151-1172.
    • (1984) Annals of Statistics , vol.12 , pp. 1151-1172
    • Rubin, D.B.1
  • 21
    • 0007896555 scopus 로고    scopus 로고
    • Comment: On posterior predictive p-values
    • Rubin, D.B. (1996). Comment: On posterior predictive p-values. Statistica Sinica, 6, 787-792.
    • (1996) Statistica Sinica , vol.6 , pp. 787-792
    • Rubin, D.B.1
  • 22
    • 30344469096 scopus 로고    scopus 로고
    • Assessing fit of unidimensional item response theory models using a Bayesian approach
    • Sinharay, S. (2005). Assessing fit of unidimensional item response theory models using a Bayesian approach. Journal of Educational Measurement, 42, 375-394.
    • (2005) Journal of Educational Measurement , vol.42 , pp. 375-394
    • Sinharay, S.1
  • 23
    • 33845347407 scopus 로고    scopus 로고
    • Bayesian item fit analysis for unidimensional item response theory models
    • Sinharay, S. (2006). Bayesian item fit analysis for unidimensional item response theory models. British Journal of Mathematical and Statistical Psychology, 59, 429-449.
    • (2006) British Journal of Mathematical and Statistical Psychology , vol.59 , pp. 429-449
    • Sinharay, S.1
  • 25
  • 29
    • 84988115553 scopus 로고
    • Scaling performance assessments: Strategies for managing local item dependence
    • Yen, W. (1993). Scaling performance assessments: Strategies for managing local item dependence. Journal of Educational Measurement, 30, 187-213.
    • (1993) Journal of Educational Measurement , vol.30 , pp. 187-213
    • Yen, W.1
  • 30
    • 0033147639 scopus 로고    scopus 로고
    • Conditional covariance structure of generalized compensatory multidimensional items
    • Zhang, J., & Stout, W. (1999). Conditional covariance structure of generalized compensatory multidimensional items. Psychometrika, 64, 129-152.
    • (1999) Psychometrika , vol.64 , pp. 129-152
    • Zhang, J.1    Stout, W.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.