A hierarchical spherical radial quadrature algorithm for multilevel GLMMs, GSMMs, and gene pathway analysis
The first part of my thesis is concerned with estimation for longitudinal data using generalized semi-parametric mixed models and multilevel generalized linear mixed models for a binary response. Likelihood based inferences are hindered by the lack of a closed form representation. Consequently, vari...
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| Language: | ENG |
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ScholarWorks@UMass Amherst
2010
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| Online Access: | https://scholarworks.umass.edu/dissertations/AAI3427529 |