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On composite marginal likelihoods

  • Cristiano Varin

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    File URL: http://hdl.handle.net/10.1007/s10182-008-0060-7
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    Article provided by Springer in its journal AStA Advances in Statistical Analysis.

    Volume (Year): 92 (2008)
    Issue (Month): 1 (February)
    Pages: 1-28

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    Handle: RePEc:spr:alstar:v:92:y:2008:i:1:p:1-28
    Contact details of provider: Web page: http://www.springerlink.com/link.asp?id=112915

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    1. Anthony Y. C. Kuk, 2004. "Permutation invariance of alternating logistic regression for multivariate binary data," Biometrika, Biometrika Trust, vol. 91(3), pages 758-761, September.
    2. D. R. Cox, 2004. "A note on pseudolikelihood constructed from marginal densities," Biometrika, Biometrika Trust, vol. 91(3), pages 729-737, September.
    3. Wai-Yin Poon & Sik-Yum Lee, 1987. "Maximum likelihood estimation of multivariate polyserial and polychoric correlation coefficients," Psychometrika, Springer, vol. 52(3), pages 409-430, September.
    4. E. T. Parner, 2001. "A Composite Likelihood Approach to Multivariate Survival Data," Scandinavian Journal of Statistics, Danish Society for Theoretical Statistics;Finnish Statistical Society;Norwegian Statistical Association;Swedish Statistical Association, vol. 28(2), pages 295-302.
    5. Renard, Didier & Molenberghs, Geert & Geys, Helena, 2004. "A pairwise likelihood approach to estimation in multilevel probit models," Computational Statistics & Data Analysis, Elsevier, vol. 44(4), pages 649-667, January.
    6. John J. Hanfelt, 2004. "Composite conditional likelihood for sparse clustered data," Journal of the Royal Statistical Society Series B, Royal Statistical Society, vol. 66(1), pages 259-273.
    7. Guan, Yongtao, 2006. "A Composite Likelihood Approach in Fitting Spatial Point Process Models," Journal of the American Statistical Association, American Statistical Association, vol. 101, pages 1502-1512, December.
    8. Yongtao Guan, 2007. "A Composite Likelihood Cross-validation Approach in Selecting Bandwidth for the Estimation of the Pair Correlation Function," Scandinavian Journal of Statistics, Danish Society for Theoretical Statistics;Finnish Statistical Society;Norwegian Statistical Association;Swedish Statistical Association, vol. 34(2), pages 336-346.
    9. G. Molenberghs, 2001. "Multivariate Clustered Data Analysis in Developmental Toxicity Studies," Statistica Neerlandica, Netherlands Society for Statistics and Operations Research, vol. 55(3), pages 319-345.
    10. Kung-Yee Liang & Jing Qin, 2000. "Regression analysis under non-standard situations: a pairwise pseudolikelihood approach," Journal of the Royal Statistical Society Series B, Royal Statistical Society, vol. 62(4), pages 773-786.
    11. Robin Henderson, 2003. "A serially correlated gamma frailty model for longitudinal count data," Biometrika, Biometrika Trust, vol. 90(2), pages 355-366, June.
    12. Michael L. Stein & Zhiyi Chi & Leah J. Welty, 2004. "Approximating likelihoods for large spatial data sets," Journal of the Royal Statistical Society Series B, Royal Statistical Society, vol. 66(2), pages 275-296.
    13. Paul Fearnhead & Peter Donnelly, 2002. "Approximate likelihood methods for estimating local recombination rates," Journal of the Royal Statistical Society Series B, Royal Statistical Society, vol. 64(4), pages 657-680.
    14. Steffen Fieuws & Geert Verbeke & Filip Boen & Christophe Delecluse, 2006. "High dimensional multivariate mixed models for binary questionnaire data," Journal of the Royal Statistical Society Series C, Royal Statistical Society, vol. 55(4), pages 449-460.
    15. repec:sae:ecolab:v:16:y:2006:i:2:p:1-2 is not listed on IDEAS
    16. Varin, Cristiano & Host, Gudmund & Skare, Oivind, 2005. "Pairwise likelihood inference in spatial generalized linear mixed models," Computational Statistics & Data Analysis, Elsevier, vol. 49(4), pages 1173-1191, June.
    17. Richard E. Chandler & Steven Bate, 2007. "Inference for clustered data using the independence loglikelihood," Biometrika, Biometrika Trust, vol. 94(1), pages 167-183.
    18. C. A. Glasbey, 2001. "Non-linear autoregressive time series with multivariate Gaussian mixtures as marginal distributions," Journal of the Royal Statistical Society Series C, Royal Statistical Society, vol. 50(2), pages 143-154.
    19. Marc Aerts & Gerda Claeskens, 1999. "Bootstrapping Pseudolikelihood Models for Clustered Binary Data," Annals of the Institute of Statistical Mathematics, Springer, vol. 51(3), pages 515-530, September.
    20. Cristiano Varin & Paolo Vidoni, 2005. "A note on composite likelihood inference and model selection," Biometrika, Biometrika Trust, vol. 92(3), pages 519-528, September.
    21. Kuk, Anthony Y. C. & Nott, David J., 2000. "A pairwise likelihood approach to analyzing correlated binary data," Statistics & Probability Letters, Elsevier, vol. 47(4), pages 329-335, May.
    22. Varin, Cristiano & Vidoni, Paolo, 2006. "Pairwise likelihood inference for ordinal categorical time series," Computational Statistics & Data Analysis, Elsevier, vol. 51(4), pages 2365-2373, December.
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