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Volumn 48, Issue , 2012, Pages

Mirt: A multidimensional item response theory package for the R environment

Author keywords

Bifactor; Confirmatory item factor analysis; Exploratory item factor analysis; Model estimation; Multidimensional IRT; R

Indexed keywords


EID: 84863321643     PISSN: None     EISSN: 15487660     Source Type: Journal    
DOI: 10.18637/jss.v048.i06     Document Type: Article
Times cited : (1766)

References (42)
  • 2
    • 27144491920 scopus 로고    scopus 로고
    • Gradient Projection Algorithms and Software for Arbitrary Rotation Criteria in Factor Analysis
    • Bernaards CA, Jennrich RI (2005). Gradient Projection Algorithms and Software for Arbitrary Rotation Criteria in Factor Analysis. Educational and Psychological Measurement, 65, 676-696.
    • (2005) Educational and Psychological Measurement , vol.65 , pp. 676-696
    • Bernaards, C.A.1    Jennrich, R.I.2
  • 3
    • 0001670658 scopus 로고
    • Some Latent Trait Models and Their Use in Inferring an Examinee's Ability
    • FM Lord, MR Novick (eds.), Addison-Wesley, Reading
    • Birnbaum A (1968). Some Latent Trait Models and Their Use in Inferring an Examinee's Ability. In FM Lord, MR Novick (eds.), Statistical Theories of Mental Test Scores, pp. 395-479. Addison-Wesley, Reading.
    • (1968) Statistical Theories of Mental Test Scores , pp. 395-479
    • Birnbaum, A.1
  • 4
    • 0000433590 scopus 로고
    • Marginal Maximum Likelihood Estimation of Item Parameters: Application of an EM Algorithm
    • Bock RD, Aitkin M (1981). Marginal Maximum Likelihood Estimation of Item Parameters: Application of an EM Algorithm. Psychometrika, 46(4), 443-459.
    • (1981) Psychometrika , vol.46 , Issue.4 , pp. 443-459
    • Bock, R.D.1    Aitkin, M.2
  • 6
    • 27644511026 scopus 로고
    • Fitting a Response Model for n Dichotomously Scored Items
    • Bock RD, Lieberman M (1970). Fitting a Response Model for n Dichotomously Scored Items. Psychometrika, 35(2), 179-197.
    • (1970) Psychometrika , vol.35 , Issue.2 , pp. 179-197
    • Bock, R.D.1    Lieberman, M.2
  • 8
    • 70249147278 scopus 로고    scopus 로고
    • Limited and Full Information Estimation of Item Response Theory Models
    • A Maydeu-Olivares, JJ McArdle (eds.), Lawrence Erlbaum Associates, Mahwah
    • Bolt D (2005). Limited and Full Information Estimation of Item Response Theory Models. In A Maydeu-Olivares, JJ McArdle (eds.), Contemperary Psychometrics, pp. 27-71. Lawrence Erlbaum Associates, Mahwah.
    • (2005) Contemperary Psychometrics , pp. 27-71
    • Bolt, D.1
  • 9
    • 77950076362 scopus 로고    scopus 로고
    • High-Dimensional Exploratory Item Factor Analysis by a Metropolis-Hastings Robbins-Monro Algorithm
    • Cai L (2010a). High-Dimensional Exploratory Item Factor Analysis by a Metropolis-Hastings Robbins-Monro Algorithm. Psychometrika, 75(1), 33-57.
    • (2010) Psychometrika , vol.75 , Issue.1 , pp. 33-57
    • Cai, L.1
  • 10
    • 77958531760 scopus 로고    scopus 로고
    • Metropolis-Hastings Robbins-Monro Algorithm for Confirmatory Item Factor Analysis
    • Cai L (2010b). Metropolis-Hastings Robbins-Monro Algorithm for Confirmatory Item Factor Analysis. Journal of Educational and Behavioral Statistics, 35(3), 307-335.
    • (2010) Journal of Educational and Behavioral Statistics , vol.35 , Issue.3 , pp. 307-335
    • Cai, L.1
  • 11
    • 78649517048 scopus 로고    scopus 로고
    • A Two-Tier Full-Information Item Factor Analysis Model with Applications
    • Cai L (2010c). A Two-Tier Full-Information Item Factor Analysis Model with Applications. Psychometrika, 75(4), 581-612.
    • (2010) Psychometrika , vol.75 , Issue.4 , pp. 581-612
    • Cai, L.1
  • 12
    • 84875300086 scopus 로고    scopus 로고
    • Multidimensional, Multiple Categorical IRT Modeling. Scientific Software International
    • Cai L, du Toit SHC, Thissen D (2011). IRTPRO: Flexible, Multidimensional, Multiple Categorical IRT Modeling. Scientific Software International.
    • (2011) IRTPRO: Flexible
    • Cai, L.1    du Toit, S.H.C.2    Thissen, D.3
  • 16
    • 77956060011 scopus 로고    scopus 로고
    • A Markov Chain Monte Carlo Approach to Confirmatory Item Factor Analysis
    • Edwards MC (2010). A Markov Chain Monte Carlo Approach to Confirmatory Item Factor Analysis. Psychometrika, 75(3), 474-497.
    • (2010) Psychometrika , vol.75 , Issue.3 , pp. 474-497
    • Edwards, M.C.1
  • 19
    • 21144476248 scopus 로고
    • Full-Information Item Bi-Factor Analysis
    • Gibbons RD, Hedeker DR (1992). Full-Information Item Bi-Factor Analysis. Psychometrika, 57, 423-436.
    • (1992) Psychometrika , vol.57 , pp. 423-436
    • Gibbons, R.D.1    Hedeker, D.R.2
  • 20
    • 77956890234 scopus 로고
    • Monte Carlo Simulation Methods Using Markov Chains and Their Applications
    • Hastings WK (1970). Monte Carlo Simulation Methods Using Markov Chains and Their Applications. Biometrika, 57, 97-109.
    • (1970) Biometrika , vol.57 , pp. 97-109
    • Hastings, W.K.1
  • 22
    • 34249889627 scopus 로고    scopus 로고
    • Extended Rasch Modeling: The eRm Package for the Application of IRT Models in R
    • Mair P, Hatzinger R (2007). Extended Rasch Modeling: The eRm Package for the Application of IRT Models in R. Journal of Statistical Software, 20(9), 1-20. URL http://www.jstatsoft.org/v20/i09/.
    • (2007) Journal of Statistical Software , vol.20 , Issue.9 , pp. 1-20
    • Mair, P.1    Hatzinger, R.2
  • 26
    • 84976969011 scopus 로고
    • Full-Information Factor Analysis for Polytomous Item Responses
    • Muraki E, Carlson EB (1995). Full-Information Factor Analysis for Polytomous Item Responses. Applied Psychological Measurement, 19, 73-90.
    • (1995) Applied Psychological Measurement , vol.19 , pp. 73-90
    • Muraki, E.1    Carlson, E.B.2
  • 28
    • 84863304598 scopus 로고    scopus 로고
    • R Development Core Team R Foundation for Statistical Computing, Vienna, Austria. ISBN 3-900051-07-0
    • R Development Core Team (2012). R: A Language and Environment for Statistical Computing. R Foundation for Statistical Computing, Vienna, Austria. ISBN 3-900051-07-0, URL http://www.R-project.org/.
    • (2012) R: A Language and Environment For Statistical Computing
  • 30
    • 84970385680 scopus 로고
    • The Discrimination Power of Items that Measure More than One Dimension
    • Reckase MD, McKinley R (1991). The Discrimination Power of Items that Measure More than One Dimension. Applied Psychological Measurement, 15, 361-373.
    • (1991) Applied Psychological Measurement , vol.15 , pp. 361-373
    • Reckase, M.D.1    McKinley, R.2
  • 31
    • 33846091179 scopus 로고    scopus 로고
    • ltm: An R Package for Latent Variable Modeling and Item Response Theory Analysis
    • Rizopoulos D (2006). ltm: An R Package for Latent Variable Modeling and Item Response Theory Analysis. Journal of Statistical Software, 17(5), 1-25. URL http://www.jstatsoft.org/v17/i05.
    • (2006) Journal of Statistical Software , vol.17 , Issue.5 , pp. 1-25
    • Rizopoulos, D.1
  • 33
    • 0002723397 scopus 로고
    • Estimation of Latent Ability Using a Response Pattern of Graded Scores
    • Samejima F (1969). Estimation of Latent Ability Using a Response Pattern of Graded Scores. Psychometrika Monographs, 34(4).
    • (1969) Psychometrika Monographs , vol.34 , Issue.4
    • Samejima, F.1
  • 34
    • 28844454343 scopus 로고    scopus 로고
    • High-Dimensional Maximum Marginal Likelihood Item Factor Analysis by Adaptive Quadrature
    • Schilling S, Bock RD (2005). High-Dimensional Maximum Marginal Likelihood Item Factor Analysis by Adaptive Quadrature. Psychometrika, 70, 533-555.
    • (2005) Psychometrika , vol.70 , pp. 533-555
    • Schilling, S.1    Bock, R.D.2
  • 35
    • 77953218040 scopus 로고    scopus 로고
    • Bayesian Estimation of MIRT Models with General and Specifc Latent Traits in MATLAB
    • Sheng Y (2010). Bayesian Estimation of MIRT Models with General and Specifc Latent Traits in MATLAB. Journal of Statistical Software, 34(3), 1-27. URL http://www.jstatsoft.org/v34/i03/.
    • (2010) Journal of Statistical Software , vol.34 , Issue.3 , pp. 1-27
    • Sheng, Y.1
  • 36
    • 0004281131 scopus 로고    scopus 로고
    • (eds.), Lawrence Erlbaum Associates, Mahwah
    • Thissen D, Wainer H (eds.) (2001). Test Scoring. Lawrence Erlbaum Associates, Mahwah.
    • (2001) Test Scoring
    • Thissen, D.1    Wainer, H.2
  • 39
    • 77955161952 scopus 로고    scopus 로고
    • plink: An R Package for Linking Mixed-Format Tests Using IRT-Based Methods
    • Weeks JP (2010). plink: An R Package for Linking Mixed-Format Tests Using IRT-Based Methods. Journal of Statistical Software, 35(12), 1-33. URL http://www.jstatsoft.org/v35/i12/.
    • (2010) Journal of Statistical Software , vol.35 , Issue.12 , pp. 1-33
    • Weeks, J.P.1
  • 40
    • 34247192112 scopus 로고    scopus 로고
    • Item Factor Analysis: Current Approaches and Future Directions
    • Wirth RJ, Edwards MC (2007). Item Factor Analysis: Current Approaches and Future Directions. Psychological Methods, 12(1), 58-79.
    • (2007) Psychological Methods , vol.12 , Issue.1 , pp. 58-79
    • Wirth, R.J.1    Edwards, M.C.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.