A Weighted Composite Likelihood Approach to Inference from Clustered Survey Data Under a Two-Level Model
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DOI: 10.1007/s13171-020-00234-z
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References listed on IDEAS
- Sophia Rabe‐Hesketh & Anders Skrondal, 2006.
"Multilevel modelling of complex survey data,"
Journal of the Royal Statistical Society Series A, Royal Statistical Society, vol. 169(4), pages 805-827, October.
- Sophia Rabe-Hesketh, 2007. "Multilevel modeling of complex survey data," West Coast Stata Users' Group Meetings 2007 14, Stata Users Group.
- Cristiano Varin, 2008. "On composite marginal likelihoods," AStA Advances in Statistical Analysis, Springer;German Statistical Society, vol. 92(1), pages 1-28, February.
- Yuan, Ke-Hai & Jennrich, Robert I., 1998. "Asymptotics of Estimating Equations under Natural Conditions," Journal of Multivariate Analysis, Elsevier, vol. 65(2), pages 245-260, May.
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Cited by:
- Jae Kwang Kim & J.N.K. Rao & Yonghyun Kwon, 2022. "Analysis of clustered survey data based on two‐stage informative sampling and associated two‐level models," Journal of the Royal Statistical Society Series A, Royal Statistical Society, vol. 185(4), pages 1522-1540, October.
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Keywords
Asymptotic distributions; clustered survey data; generalised score test; likelihood-ratio type test; weighted pairwise log-likelihood;All these keywords.
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