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

Machine Learning 202: Collaborative Filtering, Bayesian Belief Networks, and Advanced Trees. Generalized Additive Models - An Introduction with R. Oct 13, 2011 - Novas Aquisições - Generalized Additive Models. Eu já utilizava com frequência o pacote mgcv do Simon Wood, que é um dos melhores pacotes do R. 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. Gam provides functions to fit the Generalized Additive Model; gamm4 fits mixed GAMs. Jul 20, 2013 - Vielen Dank fur Ihren Besuch auf unserer Website. Jan 19, 2012 - In the ALV model structure the nonlinear components of the regression equations are represented as generalized additive model (GAM), or generalized additive mixed-effects model (GAMM). Apr 3, 2014 - by Joseph Rickert Generalized Linear Models have become part of the fabric of modern statistics, and logistic regression, at least, is a “go to” tool for data scientists building classification applications. Nov 27, 2013 - FICO has pioneered techniques which use sophisticated statistical techniques such as Generalized Additive Models and non-linear constrained programming. The ready availability of good GLM software and the interpretability of the results logistic regression makes it a Generalized Additive Models, GAMS,generalize GLMs. Atmospheric Environment, 45, 128-136. Feb 16, 2012 - I gave a lecture yesterday as part of Chris' computational neuroscience class on generalized linear and additive models (GLMs and GAMs) and their application to neuroscience. Dec 5, 2010 - Machine Learning 201: Advanced Regression Techniques, Generalized Linear Models, and Generalized Additive Models. Aug 14, 2012 - Investigating the influence of synoptic-scale circulation on air quality using self-organizing maps and generalized additive modeling. Oct 10, 2013 - Thick lines show trends in species richness estimated with generalized additive models. Mar 22, 2014 - Now in widespread use, generalized additive models (GAMs) have evolved into a standard statistical methodology of considerable flexibility. Species richness pH optima against modal lake pH (C) in 16 regional data sets (7) from Europe (a to i) and North America (j to p). Hoffentlich werden Sie mit Generalized Additive Models: An Introduction with R zufrieden. Jul 13, 2012 - The methods available in Generalized Additive Models are implementations of techniques developed and popularized by Hastie and Tibshirani (1990).