Foundations of Linear and Generalized Linear Models
Foundations of Linear and Generalized Linear Models A valuable overview of the most important ideas and results in statistical modelingWritten by a highly-experienced author, Foundations of Linear…
Specifikacia Foundations of Linear and Generalized Linear Models
Foundations of Linear and Generalized Linear Models
A valuable overview of the most important ideas and results in statistical modelingWritten by a highly-experienced author, Foundations of Linear and Generalized Linear Models is a clear and comprehensive guide to the key concepts and results of linearstatistical models. Subsequently, the book covers the most popular generalized linear models, which include The book presents a broad, in-depth overview of the most commonly usedstatistical models by discussing the theory underlying the models, R software applications, and examples with crafted models to elucidate key ideas and promote practical modelbuilding.The book begins by illustrating the fundamentals of linear models, such as how the model-fitting projects the data onto a model vector subspace and how orthogonal decompositions of the data yield information about the effects of explanatory variables.
Generalized Method of Moments