Regression: Models, Methods and Applications Ed 2 free ebook download.

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Regression: Models, Methods and Applications Ed 2 free ebook download

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Mathematics

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Catalogue

Author(s):	Ludwig Fahrmeir

Date:	2021	Format:	pdf	Language:	English	ISBN/ASIN:	3662638819
Pages:	764	OCR:		Quality:		ISBN13:
Uploader:	maveriks	Upload Date:	3/23/2022 4:48:07 PM

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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 models and methods in regression are presented on a solid formal basis, and their appropriate application is shown through numerous examples and case studies. The most important definitions and statements are concisely summarized in boxes, and the underlying data sets and code are available online on the books dedicated website. Availability of (user-friendly) software has been a major criterion for the methods selected and presented.

In this substantially revised and updated new edition the overview on regression models has been extended, and now includes the relation between regression models and machine learning, additional details on statistical inference in structured additive regression models have been added and a completely reworked chapter augments the presentation of quantile regression with a comprehensive introduction to distributional regression models. Regularization approaches are now more extensively discussed in most chapters of the book.

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	Title	Link	Password	Size (MB)	Thank to	Inform Admin
3106987	Book	https://nitro.download/view/48EB0E9BE930...		0.00	maveriks

Tags: Applications Methods Models Regression

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