Generalized Additive Models. R.J. Tibshirani, T.J. Hastie

Generalized Additive Models


Generalized.Additive.Models.pdf
ISBN: 0412343908,9780412343902 | 175 pages | 5 Mb


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Generalized Additive Models R.J. Tibshirani, T.J. Hastie
Publisher: Chapman and Hall/CRC




(MBI) principle that simultaneously generalizes the maximum entropy and standard least squares principles, and leads to a matrix approximation that is optimal among all generalized additive models in a certain natural parameter space. Mar 8, 2010 - The associations of LV mass, LV end-diastolic volume, mass-to-volume (M/V) ratio, and ejection fraction with BMI, WC, WHR, and FM were displayed graphically using generalized additive models for both sexes. Jan 18, 2012 - Generalized additive models (GAMs) were used to examine the relationship between eGFR and serum 25OHD levels and to estimate a threshold value of eGFR that predicts changes in serum 25OHD levels. I have heard that they are very useful in micro-market structure studies. May 10, 2014 - There is an advanced package available in R with function vglm under VGAM, Vector Generalized Additive Model. Feb 28, 2014 - Generalized additive models were estimated to explore linear and nonlinear relations among income inequality, poverty, and child maltreatment. Nov 26, 2006 - GNU R package for estimating vector generalized additive models. Aug 3, 2012 - If the link function can be estimated numerically, then such a class of models are called “Generalized Additive Models” , GAM models. The notes about VGAM is extensively documented in http://cran.r-project.org/web/packages/VGAM/VGAM.pdf. May 2, 2012 - I've been fitting some time series data using a Poisson general additive model using SAS's PROC GAM .