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- W4232196732 abstract "This introduction presents an overview of key concepts covered in the subsequent chapters of this book. The book represents a first effort to describe the analysis of generalized linear mixed models in the context of applications in the agricultural sciences. It leads practitioners gently through the basic concepts and currently available methods needed to analyze data that can be modeled as a generalized linear mixed model. In introductory statistical methods courses taken by nearly every aspiring agricultural scientist in graduate school, statistical analysis is presented in some way, shape, or form as an attempt to make inferences on observations that are the sum of “explanatory” components and “random” components. The book presents background on the exponential family of probability distributions and the likelihood based statistical inference methods used in the analysis of generalized linear mixed models. It describes random effects and the corresponding mixed models having normally distributed responses." @default.
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- W4232196732 date "2015-11-02" @default.
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- W4232196732 title "Introduction" @default.
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- W4232196732 doi "https://doi.org/10.2134/2012.generalized-linear-mixed-models.c1" @default.
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