Flexible Regression and Smoothing
Language: en
Pages: 641
Authors: Mikis D. Stasinopoulos
Categories: Mathematics
Type: BOOK - Published: 2017-04-21 - Publisher: CRC Press

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This book is about learning from data using the Generalized Additive Models for Location, Scale and Shape (GAMLSS). GAMLSS extends the Generalized Linear Models
Flexible Regression and Smoothing
Language: en
Pages: 549
Authors: Mikis D. Stasinopoulos
Categories: Mathematics
Type: BOOK - Published: 2017-04-21 - Publisher: CRC Press

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This book is about learning from data using the Generalized Additive Models for Location, Scale and Shape (GAMLSS). GAMLSS extends the Generalized Linear Models
Comparing the Accuracy of Flexible Regression Methods
Language: en
Pages:
Authors: Emre Ipek
Categories:
Type: BOOK - Published: 2014 - Publisher:

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This thesis compares the accuracy of different statistical and machine learning methods by means of a simulation study. The procedures that are tested can be cl
Distributions for Modeling Location, Scale, and Shape
Language: en
Pages: 589
Authors: Robert A. Rigby
Categories: Mathematics
Type: BOOK - Published: 2019-10-08 - Publisher: CRC Press

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This is a book about statistical distributions, their properties, and their application to modelling the dependence of the location, scale, and shape of the dis
Evaluation of Smoothing in the Context of Generalized Linear Mixed Models
Language: en
Pages:
Authors: Muhammad Mullah
Categories:
Type: BOOK - Published: 2017 - Publisher:

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"Nonparametric regression models continue to receive more attention and appreciation with the advance in both statistical methodology and computing software ove