메뉴 건너뛰기




Volumn 18, Issue 2, 2009, Pages 213-239

Goodness-of-fit tests in mixed models

Author keywords

Hypothesis test; Minimum distance; Mixed model; Nonparametric test; Order selection

Indexed keywords


EID: 67949114172     PISSN: 11330686     EISSN: None     Source Type: Journal    
DOI: 10.1007/s11749-009-0148-8     Document Type: Article
Times cited : (34)

References (41)
  • 1
  • 2
    • 0346444888 scopus 로고    scopus 로고
    • Testing lack of fit in multiple regression
    • Aerts M, Claeskens G, Hart JD (2000) Testing lack of fit in multiple regression. Biometrika 87:405-424
    • (2000) Biometrika , vol.87 , pp. 405-424
    • Aerts, M.1    Claeskens, G.2    Hart, J.D.3
  • 3
    • 0000501656 scopus 로고
    • Information theory and an extension of the maximum, likelihood principle
    • Petrov B, Csáki F eds, Akadémiai Kiadó, Budapest, pp
    • Akaike H (1973) Information theory and an extension of the maximum, likelihood principle. In: Petrov B, Csáki F (eds) Second international symposium on information theory. Akadémiai Kiadó, Budapest, pp 267-281
    • (1973) Second international symposium on information theory , pp. 267-281
    • Akaike, H.1
  • 4
    • 85042555530 scopus 로고
    • A new look at the Bayes procedure
    • Akaike H (1978) A new look at the Bayes procedure. Biometrika 65:53-59
    • (1978) Biometrika , vol.65 , pp. 53-59
    • Akaike, H.1
  • 5
    • 21144473339 scopus 로고
    • Estimating coefficient distributions in random coefficient regressions
    • Beran R, Hall P (1992) Estimating coefficient distributions in random coefficient regressions. Ann Stat 20(4):1970-1984
    • (1992) Ann Stat , vol.20 , Issue.4 , pp. 1970-1984
    • Beran, R.1    Hall, P.2
  • 6
    • 21844494911 scopus 로고
    • Minimum distance estimation in random coefficient regression models
    • Beran R, Millar P (1994) Minimum distance estimation in random coefficient regression models. Ann Stat 22(4):1976-1992
    • (1994) Ann Stat , vol.22 , Issue.4 , pp. 1976-1992
    • Beran, R.1    Millar, P.2
  • 7
    • 0039127124 scopus 로고
    • Bayesian and frequentist predictive inference for the patterns of care studies
    • Calvin JA, Sedransk J (1991) Bayesian and frequentist predictive inference for the patterns of care studies. J Am Stat Assoc 86(413):36-48
    • (1991) J Am Stat Assoc , vol.86 , Issue.413 , pp. 36-48
    • Calvin, J.A.1    Sedransk, J.2
  • 8
    • 3442891913 scopus 로고    scopus 로고
    • A Monte Carlo EM algorithm for generalized linear mixed models with flexible random effects distribution
    • Chen J, Zhang D, Davidian M (2002) A Monte Carlo EM algorithm for generalized linear mixed models with flexible random effects distribution. Biostatistics 3(3):347-360
    • (2002) Biostatistics , vol.3 , Issue.3 , pp. 347-360
    • Chen, J.1    Zhang, D.2    Davidian, M.3
  • 9
    • 10444273225 scopus 로고    scopus 로고
    • Goodness of fit via nonparametric likelihood ratios
    • Claeskens G, Hjort NL (2004) Goodness of fit via nonparametric likelihood ratios. Scand J Stat 31:487-513
    • (2004) Scand J Stat , vol.31 , pp. 487-513
    • Claeskens, G.1    Hjort, N.L.2
  • 11
    • 42349113705 scopus 로고    scopus 로고
    • On deconvolution with repeated measurements
    • Delaigle A, Hall P, Meister A (2008) On deconvolution with repeated measurements. Ann Stat 36(2):665-685
    • (2008) Ann Stat , vol.36 , Issue.2 , pp. 665-685
    • Delaigle, A.1    Hall, P.2    Meister, A.3
  • 12
    • 21144482103 scopus 로고
    • Testing goodness-of-fit in regression via order selection criteria
    • Eubank RL, Hart JD (1992) Testing goodness-of-fit in regression via order selection criteria. Ann Stat 20:1412-1425
    • (1992) Ann Stat , vol.20 , pp. 1412-1425
    • Eubank, R.L.1    Hart, J.D.2
  • 13
    • 0002245296 scopus 로고
    • Semi-nonparametric maximum, likelihood estimation
    • Gallant AR, Nychka DW (1987) Semi-nonparametric maximum, likelihood estimation. Econometrica 55(2):363-390
    • (1987) Econometrica , vol.55 , Issue.2 , pp. 363-390
    • Gallant, A.R.1    Nychka, D.W.2
  • 14
    • 10944222639 scopus 로고    scopus 로고
    • Smooth random effects distribution in a linear mixed model
    • Ghidey W, Lesaffre E, Eilers P (2004) Smooth random effects distribution in a linear mixed model. Biometrics 60(4):945-953
    • (2004) Biometrics , vol.60 , Issue.4 , pp. 945-953
    • Ghidey, W.1    Lesaffre, E.2    Eilers, P.3
  • 15
    • 78649935245 scopus 로고    scopus 로고
    • A comparison of methods for determining the random, effects distribution, of a linear mixed model
    • to appear
    • Ghidey W, Lesaffre E, Verbeke G (2009) A comparison of methods for determining the random, effects distribution, of a linear mixed model. Stat Methods Med Res, to appear
    • (2009) Stat Methods Med Res
    • Ghidey, W.1    Lesaffre, E.2    Verbeke, G.3
  • 16
    • 0037688256 scopus 로고    scopus 로고
    • Inference in components of variance models with low replication
    • Hall P, Yao Q (2003) Inference in components of variance models with low replication. Ann Stat 31(2):414-441
    • (2003) Ann Stat , vol.31 , Issue.2 , pp. 414-441
    • Hall, P.1    Yao, Q.2
  • 17
    • 0000263475 scopus 로고
    • The determination of the order of an autoregression
    • Hannan EJ, Quinn BG (1979) The determination of the order of an autoregression. J R Stat Soc, Ser B 41:190-195
    • (1979) J R Stat Soc, Ser B , vol.41 , pp. 190-195
    • Hannan, E.J.1    Quinn, B.G.2
  • 19
    • 85008776586 scopus 로고    scopus 로고
    • Hart J (2009) Frequentist-Bayes lack-of-fit tests based on Laplace approximations. J Stat Theory Practice 3(3), to appear
    • Hart J (2009) Frequentist-Bayes lack-of-fit tests based on Laplace approximations. J Stat Theory Practice 3(3), to appear
  • 20
    • 67949093372 scopus 로고    scopus 로고
    • Nonparametric estimation of distributions in a large-p, small-n setting
    • submitted
    • Hart J, Cafiette I (2009) Nonparametric estimation of distributions in a large-p, small-n setting. J Am Stat Assoc, submitted
    • (2009) J Am Stat Assoc
    • Hart, J.1    Cafiette, I.2
  • 21
    • 33750341095 scopus 로고    scopus 로고
    • A novel method for testing normality in a mixed model of a nested classification
    • Hwang YT, Wei PF (2006) A novel method for testing normality in a mixed model of a nested classification. Comput Stat Data Anal 51(2):1163-1183
    • (2006) Comput Stat Data Anal , vol.51 , Issue.2 , pp. 1163-1183
    • Hwang, Y.T.1    Wei, P.F.2
  • 23
    • 0035731999 scopus 로고    scopus 로고
    • Goodness-of-fit tests for mixed model diagnostics
    • Jiang J (2001) Goodness-of-fit tests for mixed model diagnostics. Ann Stat 29(4):1137-1164
    • (2001) Ann Stat , vol.29 , Issue.4 , pp. 1137-1164
    • Jiang, J.1
  • 24
    • 40249084540 scopus 로고    scopus 로고
    • Generalized linear mixed model with a penalized Gaussian mixture as random effects distribution
    • Komárek A, Lesaffre E (2008) Generalized linear mixed model with a penalized Gaussian mixture as random effects distribution. Comput Stat Data Anal 52(7):3441-3458
    • (2008) Comput Stat Data Anal , vol.52 , Issue.7 , pp. 3441-3458
    • Komárek, A.1    Lesaffre, E.2
  • 25
    • 0000212230 scopus 로고
    • Assessing normality in random effects models
    • Lange N, Ryan L (1989) Assessing normality in random effects models. Ann Stat 17(2):624-642
    • (1989) Ann Stat , vol.17 , Issue.2 , pp. 624-642
    • Lange, N.1    Ryan, L.2
  • 26
    • 21844521889 scopus 로고
    • Data-driven version of Neyman's smooth test of fit
    • Ledwina T (1994) Data-driven version of Neyman's smooth test of fit. J Am Stat Assoc 89:1000-1005
    • (1994) J Am Stat Assoc , vol.89 , pp. 1000-1005
    • Ledwina, T.1
  • 27
    • 0000312997 scopus 로고    scopus 로고
    • Hierarchical generalized linear models
    • with discussion
    • Lee Y, Nelder JA (1996) Hierarchical generalized linear models. J R Stat Soc Ser B 58(4):619-678, with discussion
    • (1996) J R Stat Soc Ser B , vol.58 , Issue.4 , pp. 619-678
    • Lee, Y.1    Nelder, J.A.2
  • 28
    • 0011702253 scopus 로고    scopus 로고
    • Nonparametric estimation of the measurement error model using multiple indicators
    • Li T, Vuong Q (1998) Nonparametric estimation of the measurement error model using multiple indicators. J Multivar Anal 65:139-165
    • (1998) J Multivar Anal , vol.65 , pp. 139-165
    • Li, T.1    Vuong, Q.2
  • 29
    • 53849089913 scopus 로고    scopus 로고
    • Semiparametric inference in generalized mixed effects models
    • Lombardia MJ, Sperlich S (2008) Semiparametric inference in generalized mixed effects models. J R Stat Soc, Ser B 70(5):913-930
    • (2008) J R Stat Soc, Ser B , vol.70 , Issue.5 , pp. 913-930
    • Lombardia, M.J.1    Sperlich, S.2
  • 30
    • 33947277966 scopus 로고    scopus 로고
    • Extending the Akaike information criterion to mixture regression models
    • Naik PA, Shi P, Tsai CL (2007) Extending the Akaike information criterion to mixture regression models. J Am Stat Assoc 102(477):244-254
    • (2007) J Am Stat Assoc , vol.102 , Issue.477 , pp. 244-254
    • Naik, P.A.1    Shi, P.2    Tsai, C.L.3
  • 31
    • 26844439179 scopus 로고    scopus 로고
    • Model diagnostic plots for repeated measures data
    • Park T, Lee SY (2004) Model diagnostic plots for repeated measures data. Biom. J 46(4):441-452
    • (2004) Biom. J , vol.46 , Issue.4 , pp. 441-452
    • Park, T.1    Lee, S.Y.2
  • 32
    • 17644379544 scopus 로고    scopus 로고
    • Estimation of linear mixed models with a mixture of distribution for the random effects
    • Roust C, Jacqmin-Gadda H (2005) Estimation of linear mixed models with a mixture of distribution for the random effects. Comput Methods Programs Biomed 78:165-173
    • (2005) Comput Methods Programs Biomed , vol.78 , pp. 165-173
    • Roust, C.1    Jacqmin-Gadda, H.2
  • 34
    • 0000255342 scopus 로고
    • Identifiability of a linear relation between variables which are subject to error
    • Reiersøl O (1950) Identifiability of a linear relation between variables which are subject to error. Econometrica 18:375-389
    • (1950) Econometrica , vol.18 , pp. 375-389
    • Reiersøl, O.1
  • 35
    • 0000120766 scopus 로고
    • Estimating the dimension of a model
    • Schwarz G (1978) Estimating the dimension of a model. Ann Stat 6:461-464
    • (1978) Ann Stat , vol.6 , pp. 461-464
    • Schwarz, G.1
  • 37
    • 0033269449 scopus 로고    scopus 로고
    • Empirical Bayes estimation via the smoothing by roughening approach
    • Shen W, Louis TA (1999) Empirical Bayes estimation via the smoothing by roughening approach. J Cornput Graph. Stat 8(4):800-823
    • (1999) J Cornput Graph. Stat , vol.8 , Issue.4 , pp. 800-823
    • Shen, W.1    Louis, T.A.2
  • 38
    • 21644476631 scopus 로고    scopus 로고
    • Conditional Akaike information for mixed-effects models
    • Vaida F, Blanchard S (2005) Conditional Akaike information for mixed-effects models. Biometrika 92:351-370
    • (2005) Biometrika , vol.92 , pp. 351-370
    • Vaida, F.1    Blanchard, S.2
  • 39
    • 0000569928 scopus 로고    scopus 로고
    • A linear mixed-effects model with, heterogeneity in the random-effects population
    • Verbeke G, Lesaffre E (1996) A linear mixed-effects model with, heterogeneity in the random-effects population. J Am Stat Assoc 91(433):217-221
    • (1996) J Am Stat Assoc , vol.91 , Issue.433 , pp. 217-221
    • Verbeke, G.1    Lesaffre, E.2
  • 40
    • 0002451938 scopus 로고
    • The minimum distance method
    • Wolfowitz J (1957) The minimum distance method. Ann Math Stat 28:75-88
    • (1957) Ann Math Stat , vol.28 , pp. 75-88
    • Wolfowitz, J.1
  • 41
    • 0034862723 scopus 로고    scopus 로고
    • Linear mixed models with flexible distributions of random effects for longitudinal data
    • Zhang D, Davidian M (2001) Linear mixed models with flexible distributions of random effects for longitudinal data. Biometrics 57(3):795-802
    • (2001) Biometrics , vol.57 , Issue.3 , pp. 795-802
    • Zhang, D.1    Davidian, M.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.