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Communications in Statistics - Simulation and Computation Volume 42, 2013 - Issue 1
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Original Articles

Standard Error of the Method of Simulated Moment Estimator for Generalized Linear Mixed Models

Yan Lu Department of Mathematics and Statistics, University of New Mexico, Albuquerque, New Mexico, USACorrespondence[email protected]
Pages 1-7 | Received 07 Jul 2011, Accepted 16 Sep 2011, Published online: 27 Sep 2012

References

  • Breslow , N. E. , Clayton , D. ( 1993 ). Approximate inference in generalized linear mixed models . J. Amer. Statist. Assoc. 88 : 9 – 25 .
  • Carlstein , E. ( 1986 ). The use of subseries values for estimating the variance of a general statistic from a stationary sequence . Ann. Statist. 14 : 1171 – 1179 .
  • Carlstein , E. , Do , K.-A. , Hall , P. , Hesterberg , T. , Kunsch , H. ( 1998 ). Matched-block bootstrap for dependent data . Bernoulli 4 : 305 – 328 .
  • Davison , A. , Hinkley , D. ( 1997 ). Bootstrap Methods and Their Application . Cambridge , UK : Cambridge University Press .
  • Efron , B. ( 1979 ). Bootstrp methods: Another look at the jackknife . Ann. Statist. 7 : 1 – 26 .
  • Jiang , J. ( 1998 ). Consistent estimators in generalized linear mixed models . J. Amer. Statist. Assoc. 93 : 720 – 729 .
  • Jiang , J. ( 2009 ). Linear and Generalized Linear Mixed Models and Their Applications . New York : Springer .
  • Kunsch , H. R. ( 1989 ). The jackknife and bootstrap for general stationary observations . Ann. Statist. 17 : 1217 – 1241 .
  • Lin , X. , Breslow , N. E. ( 1996 ). Bias correction in generalized linear mixed models with multiple components of dispersion . J. Amer. Statist. Assoc. 91 : 1007 – 1016 .
  • Liu , R. Y. , Singh , K. ( 1992 ). Moving blocks jackknife and bootstrap capture weak dependence . In: Lepage , R. , Billard , L. , eds. Exploring the Limits of Bootstrap , Hoboken , NJ : Wiley Interscience , pp. 225 – 248 .
  • McCullagh , P. , Nelder , J. ( 1989 ). Generalized Linear Models . Boca Raton , FL : Chapman and Hall .
  • McFadden , D. ( 1989 ). A method of simulated moments for estimation of discrete response models without numerical integration . Econometrica 57 ( 5 ): 995 – 1026 .
  • Paparoditis , E. , Politis , D. ( 2001 ). Tappered block bootstrap . Biometrika 88 : 1105 – 1119 .
  • Politis , D. , Romano , J. ( 1992 ). A circular block-resampling procedure for stationary data . In: Lepage , R. , Billard , L. , eds. Exploring the Limits of Bootstrap , Hoboken , NJ : Wiley Interscience , pp. 263 – 270 , 1171–1179 .

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