-
1
-
-
4944247358
-
Examples in which misspecification of a random effects distribution reduces efficiency, and possible remedies
-
Agresti, A., Caffo, B., Ohman-Strickland, P.: Examples in which misspecification of a random effects distribution reduces efficiency, and possible remedies. Comput. Stat. Data Anal. 47(3), 639-653 (2004).
-
(2004)
Comput. Stat. Data Anal.
, vol.47
, Issue.3
, pp. 639-653
-
-
Agresti, A.1
Caffo, B.2
Ohman-Strickland, P.3
-
2
-
-
0032958330
-
A general maximum likelihood analysis of variance components in generalized linear models
-
Aitkin, M.: A general maximum likelihood analysis of variance components in generalized linear models. Biometrics 55(1), 117-128 (1999).
-
(1999)
Biometrics
, vol.55
, Issue.1
, pp. 117-128
-
-
Aitkin, M.1
-
3
-
-
0033475053
-
Maximizing generalized linear mixed model likelihoods with an automated Monte Carlo EM algorithm
-
Booth, J. G., Hobert, J. P.: Maximizing generalized linear mixed model likelihoods with an automated Monte Carlo EM algorithm. J. R. Stat. Soc., Ser. B Stat. Methodol. 61, 265-285 (1999).
-
(1999)
J. R. Stat. Soc., Ser. B Stat. Methodol.
, vol.61
, pp. 265-285
-
-
Booth, J.G.1
Hobert, J.P.2
-
4
-
-
0011241944
-
Approximate inference in generalized linear mixed models
-
Breslow, N. E., Clayton, D. G.: Approximate inference in generalized linear mixed models. J. Am. Stat. Assoc. 88, 9-25 (1993).
-
(1993)
J. Am. Stat. Assoc.
, vol.88
, pp. 9-25
-
-
Breslow, N.E.1
Clayton, D.G.2
-
5
-
-
0001736196
-
Optimal rates of convergence for deconvolving a density
-
Carroll, R. J., Hall, P.: Optimal rates of convergence for deconvolving a density. J. Am. Stat. Assoc. 83, 1184-1186 (1988).
-
(1988)
J. Am. Stat. Assoc.
, vol.83
, pp. 1184-1186
-
-
Carroll, R.J.1
Hall, P.2
-
6
-
-
3442891913
-
A Monte Carlo EM algorithm for generalized linear mixed models with flexible random effects distribution
-
Chen, J., Zhang, D., Davidian, M.: A Monte Carlo EM algorithm for generalized linear mixed models with flexible random effects distribution. Biostatistics 3(3), 347-360 (2002).
-
(2002)
Biostatistics
, vol.3
, Issue.3
, pp. 347-360
-
-
Chen, J.1
Zhang, D.2
Davidian, M.3
-
7
-
-
0000447977
-
The nonlinear mixed effects model with a smooth random effects density
-
Davidian, M., Gallant, AR: The nonlinear mixed effects model with a smooth random effects density. Biometrika 80, 475-488 (1993).
-
(1993)
Biometrika
, vol.80
, pp. 475-488
-
-
Davidian, M.1
Gallant, A.R.2
-
8
-
-
0002629270
-
Maximum likelihood from incomplete data via the EM algorithm
-
Dempster, A. P., Laird, N. M., Rubin, D. B.: Maximum likelihood from incomplete data via the EM algorithm. J. R. Stat. Soc., Ser. B, Methodol. 39, 1-22 (1977).
-
(1977)
J. R. Stat. Soc., Ser. B, Methodol.
, vol.39
, pp. 1-22
-
-
Dempster, A.P.1
Laird, N.M.2
Rubin, D.B.3
-
9
-
-
25444532788
-
Flexible smoothing with B-splines and penalties
-
Eilers, P. H. C., Marx, B. D.: Flexible smoothing with B-splines and penalties. Stat. Sci. 11(2), 89-121 (1996).
-
(1996)
Stat. Sci.
, vol.11
, Issue.2
, pp. 89-121
-
-
Eilers, P.H.C.1
Marx, B.D.2
-
10
-
-
0001241028
-
Consistency and asymptotic normality of the maximum likelihood estimator in generalized linear models
-
Fahrmeir, L., Kaufmann, H.: Consistency and asymptotic normality of the maximum likelihood estimator in generalized linear models. Ann. Stat. 13, 342-368 (1985).
-
(1985)
Ann. Stat.
, vol.13
, pp. 342-368
-
-
Fahrmeir, L.1
Kaufmann, H.2
-
12
-
-
80054997868
-
Generalizing logistic regression by nonparametric mixing
-
Follmann, D. A., Lambert, D.: Generalizing logistic regression by nonparametric mixing. J. Am. Stat. Assoc. 84, 295-300 (1989).
-
(1989)
J. Am. Stat. Assoc.
, vol.84
, pp. 295-300
-
-
Follmann, D.A.1
Lambert, D.2
-
13
-
-
0002245296
-
Semi-nonparametric maximum likelihood estimation
-
Gallant, AR, Nychka, D. W.: Semi-nonparametric maximum likelihood estimation. Econometrica 55, 363-390 (1987).
-
(1987)
Econometrica
, vol.55
, pp. 363-390
-
-
Gallant, A.R.1
Nychka, D.W.2
-
14
-
-
0039818638
-
A nonparametric approach to nonlinear time series analysis: estimation and simulation
-
D. Brillinger, P. Caines, J. Geweke, E. Parzen, M. Rosenblatt, and M. Taqqu (Eds.), Berlin: Springer
-
Gallant, R., Tauchen, G.: A nonparametric approach to nonlinear time series analysis: estimation and simulation. In: Brillinger, D., Caines, P., Geweke, J., Parzen, E., Rosenblatt, M., Taqqu, M. (eds.) New Directions in Time Series Analysis, Part II, pp. 71-92. Springer, Berlin (1992).
-
(1992)
New Directions in Time Series Analysis, Part II
, pp. 71-92
-
-
Gallant, R.1
Tauchen, G.2
-
15
-
-
70350097459
-
Monte Carlo simulation and numerical integration
-
H. M. Amman, D. A. Kendrick, and J. Rust (Eds.), Amsterdam: Elsevier
-
Geweke, J.: Monte Carlo simulation and numerical integration. In: Amman, H. M., Kendrick, D. A., Rust, J. (eds.) Handbook of Computational Economics, pp. 731-800. Elsevier, Amsterdam (1996).
-
(1996)
Handbook of Computational Economics
, pp. 731-800
-
-
Geweke, J.1
-
16
-
-
10944222639
-
Smooth random effects distribution in a linear mixed model
-
Ghidey, W., Lesaffre, E., Eilers, P.: Smooth random effects distribution in a linear mixed model. Biometrics 60(4), 945-953 (2004).
-
(2004)
Biometrics
, vol.60
, Issue.4
, pp. 945-953
-
-
Ghidey, W.1
Lesaffre, E.2
Eilers, P.3
-
17
-
-
84993783244
-
Multinomial logit random effects models
-
Hartzel, J., Agresti, A., Caffo, B.: Multinomial logit random effects models. Stat. Model. 1(2), 81-102 (2001).
-
(2001)
Stat. Model.
, vol.1
, Issue.2
, pp. 81-102
-
-
Hartzel, J.1
Agresti, A.2
Caffo, B.3
-
18
-
-
0000024102
-
Misspecified maximum likelihood estimates and generalised linear mixed models
-
Heagerty, P. J., Kurland, B. F.: Misspecified maximum likelihood estimates and generalised linear mixed models. Biometrika 88(4), 973-985 (2001).
-
(2001)
Biometrika
, vol.88
, Issue.4
, pp. 973-985
-
-
Heagerty, P.J.1
Kurland, B.F.2
-
20
-
-
84936016001
-
Nonparametric maximum likelihood estimation of a mixing distribution
-
Laird, N.: Nonparametric maximum likelihood estimation of a mixing distribution. J. Am. Stat. Assoc. 73, 805-811 (1978).
-
(1978)
J. Am. Stat. Assoc.
, vol.73
, pp. 805-811
-
-
Laird, N.1
-
21
-
-
0002630018
-
An algorithm for computing the nonparametric MLE of a mixing distribution
-
Lesperance, M. L., Kalbfleisch, J. D.: An algorithm for computing the nonparametric MLE of a mixing distribution. J. Am. Stat. Assoc. 87, 120-126 (1992).
-
(1992)
J. Am. Stat. Assoc.
, vol.87
, pp. 120-126
-
-
Lesperance, M.L.1
Kalbfleisch, J.D.2
-
22
-
-
0000525358
-
The geometry of mixture likelihoods, part II: the exponential family
-
Lindsay, B. G.: The geometry of mixture likelihoods, part II: the exponential family. Ann. Stat. 11, 783-792 (1983).
-
(1983)
Ann. Stat.
, vol.11
, pp. 783-792
-
-
Lindsay, B.G.1
-
23
-
-
42749091873
-
The impact of a misspecified random-effects distribution on the estimation and the performance of inferential procedures in generalized linear mixed models
-
Litière, S., Alonso, A., Molenberghs, G.: The impact of a misspecified random-effects distribution on the estimation and the performance of inferential procedures in generalized linear mixed models. Stat. Med. 27(16), 3125-3144 (2008).
-
(2008)
Stat. Med.
, vol.27
, Issue.16
, pp. 3125-3144
-
-
Litière, S.1
Alonso, A.2
Molenberghs, G.3
-
24
-
-
0030329265
-
A smooth nonparametric estimate of a mixing distribution using mixtures of Gaussians
-
Magder, L. S., Zeger, S. L.: A smooth nonparametric estimate of a mixing distribution using mixtures of Gaussians. J. Am. Stat. Assoc. 91, 1141-1151 (1996).
-
(1996)
J. Am. Stat. Assoc.
, vol.91
, pp. 1141-1151
-
-
Magder, L.S.1
Zeger, S.L.2
-
25
-
-
0031479575
-
Maximum likelihood algorithms for generalized linear mixed models
-
McCulloch, C. E.: Maximum likelihood algorithms for generalized linear mixed models. J. Am. Stat. Assoc. 92, 162-170 (1997).
-
(1997)
J. Am. Stat. Assoc.
, vol.92
, pp. 162-170
-
-
McCulloch, C.E.1
-
26
-
-
0023363501
-
An algorithm for generating chi random variables
-
Monahan, J. F.: An algorithm for generating chi random variables. ACM Trans. Math. Softw. 13, 168-172 (1987).
-
(1987)
ACM Trans. Math. Softw.
, vol.13
, pp. 168-172
-
-
Monahan, J.F.1
-
27
-
-
0000162978
-
The effects of mixture distribution misspecification when fitting mixed-effects logistic models
-
Neuhaus, J. M., Hauck, W. W., Kalbfleisch, J. D.: The effects of mixture distribution misspecification when fitting mixed-effects logistic models. Biometrika 79, 755-762 (1992).
-
(1992)
Biometrika
, vol.79
, pp. 755-762
-
-
Neuhaus, J.M.1
Hauck, W.W.2
Kalbfleisch, J.D.3
-
28
-
-
0030235826
-
Random effects in ordinal regression models
-
Tutz, G., Hennevogl, W.: Random effects in ordinal regression models. Comput. Stat. Data Anal. 22, 537-557 (1996).
-
(1996)
Comput. Stat. Data Anal.
, vol.22
, pp. 537-557
-
-
Tutz, G.1
Hennevogl, W.2
-
29
-
-
0000569928
-
A linear mixed-effects model with heterogeneity in the random-effects population
-
Verbeke, G., Lesaffre, E.: A linear mixed-effects model with heterogeneity in the random-effects population. J. Am. Stat. Assoc. 91, 217-221 (1996).
-
(1996)
J. Am. Stat. Assoc.
, vol.91
, pp. 217-221
-
-
Verbeke, G.1
Lesaffre, E.2
-
30
-
-
84950432017
-
A Monte Carlo implementation of the EM algorithm and the poor man's data augmentation algorithms
-
Wei, G. C. G., Tanner, M. A.: A Monte Carlo implementation of the EM algorithm and the poor man's data augmentation algorithms. J. Am. Stat. Assoc. 85, 699-704 (1990).
-
(1990)
J. Am. Stat. Assoc.
, vol.85
, pp. 699-704
-
-
Wei, G.C.G.1
Tanner, M.A.2
-
31
-
-
0034862723
-
Linear mixed models with flexible distribution of random effects for longitudinal data
-
Zhang, D., Davidian, M.: Linear mixed models with flexible distribution of random effects for longitudinal data. Biometrics 57(3), 795-802 (2001).
-
(2001)
Biometrics
, vol.57
, Issue.3
, pp. 795-802
-
-
Zhang, D.1
Davidian, M.2
|