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

Generalized Additive Models R.J. Tibshirani, T.J. Hastie ebook
Publisher: Chapman and Hall/CRC
Page: 175
ISBN: 0412343908, 9780412343902
Format: pdf

Compared two modeling methods, parametric and non-parametric. It is found that a variation of the method, based on means, performs well in simulations. I have heard that they are very useful in micro-market structure studies. Jul 20, 2013 - Vielen Dank fur Ihren Besuch auf unserer Website. Feb 13, 2011 - Take as an example general additive models (“Generalized Additive Models,” Trevor J Hastie, Robert Tibshirani, Statistical Science (1986) vol. Feb 16, 2009 - Hastie and Tibshirani (1990) proposed and popularized generalized additive models (GAM). General linear models and generalized additive models using conventional methods are both evaluated for the study area. Mar 15, 2014 - We propose generalized additive models and generalized additive mixed models as techniques that can account for the dynamic nature of such continuous measures. Feb 10, 2009 - This case-control study provided detailed information on individual-level covariates and residential history that can be spatially analyzed using generalized additive models (GAMs) and geographical information systems (GIS). 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. Hoffentlich werden Sie mit Generalized Additive Models: An Introduction with R zufrieden. Aug 6, 2013 - A method for making inferences about the components of a generalized additive model is described. Dec 23, 2008 - Generalized Additive Models (Monographs on Statistics and Applied Probability) Chapman & Hall/CRC | ISBN: 0412343908 | 1990-06-01 | PDF | 352 pages | 13 Mb. Aug 3, 2012 - If the link function can be estimated numerically, then such a class of models are called “Generalized Additive Models” , GAM models. Jan 20, 2010 - Design: In a cross-sectional study of 357 Yup'ik Eskimos, generalized additive models were used to plot covariate-adjusted associations of EPA and DHA with chronic disease biomarkers. Oct 17, 2010 - Palaseany-Lovejoy et al. Mar 22, 2014 - Now in widespread use, generalized additive models (GAMs) have evolved into a standard statistical methodology of considerable flexibility.