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

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

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. Chapman and Hall/CRC Press, Boca Raton, Florida, 2006. Aug 14, 2012 - Investigating the influence of synoptic-scale circulation on air quality using self-organizing maps and generalized additive modeling. Generalized Additive Models: An Introduction with R. 9 Vegetation change in time 185. ȯ�书不错，不知谁可共享？谢谢! Jan 17, 2014 - Most significantly, the auction is guaranteed to achieve surplus which approximates optimal welfare up to a small additive factor, under reasonable equilibrium strategies of traders. Apr 12, 2013 - What do you think? Based on the Akaike information criterion (AIC) using the algorithm described in [23], the following generalized additive mixed model (GAMM) [24] was proposed to assess the dependence of malaria cases on climatic variables. 8.8 Expected wetland vegetation (example) 176. 8.7 Modelling vegetation types 171. 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. Atmospheric Environment, 45, 128-136. Since multilevel model can be seen as a penalized ML estimation (ala Pinheiro and Bates, or as explained in Simon Wood, Generalized Additive Models), are we able to get a bias-corrected variant? 8.5 Classification and regression trees 166. May 15, 2013 - 8.4 Generalized additive models 164. The main departure of GAI auctions from previous literature is to We perform a simulation study, demonstrating and quantifying the significant efficiency advantage of more expressive preference modeling. Aug 11, 2011 - In this study, a geo-additive model is proposed to understand the dependence of malaria cases on spatial effects and climatic covariates including rainfall, maximum and minimum temperature, maximum and minimum humidity in Burundi.