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Model Selection Criteria for Missing-Data Problems Using the EM Algorithm

โœ Scribed by Ibrahim, Joseph G.; Zhu, Hongtu; Tang, Niansheng


Book ID
121757737
Publisher
American Statistical Association
Year
2008
Tongue
English
Weight
295 KB
Volume
103
Category
Article
ISSN
0162-1459

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Using the EM-algorithm for survival data
โœ Stuart R. Lipsitz; Joseph G. Ibrahim ๐Ÿ“‚ Article ๐Ÿ“… 1996 ๐Ÿ› Springer ๐ŸŒ English โš– 507 KB

Incomplete covariate data is a common occurrence in many studies in which the outcome is survival time. With generalized linear models, when the missing covariates are categorical, a useful technique for obtaining parameter estimates is the EM by the method of weights proposed in Ibrahim (1990). In