Regression: Models, Methods and Applications Fahrmeir Ludwig
Now in its second edition, this textbook provides an applied and unified introduction to parametric, nonparametric and semiparametric regression that closes the gap between theory and application. The most important definitions and statements are concisely summarized in boxes, an… Celý popis ↓
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Popis Regression: Models, Methods and Applications Fahrmeir Ludwig
Regression: Models, Methods and Applications Fahrmeir Ludwig
Now in its second edition, this textbook provides an applied and unified introduction to parametric, nonparametric and semiparametric regression that closes the gap between theory and application. The most important definitions and statements are concisely summarized in boxes, and the underlying data sets and code are available online on the book's dedicated website. The most important models and methods in regression are presented on a solid formal basis, and their appropriate application is shown through numerous examples and case studies.
Availability of (user-friendly) software has been a major criterion for the methods selected and presented.The chapters address the classical linear model and its extensions, generalized linear models, categorical regression models, mixed models, nonparametric regression, structured additive regression, quantile regression and
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