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

Aug 14, 2012 - Investigating the influence of synoptic-scale circulation on air quality using self-organizing maps and generalized additive modeling. 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. 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. Aug 3, 2010 - However, GLMs require assumptions about the models' structure that might preclude finding nonlinear patterns in survival data. Atmospheric Environment, 45, 128-136. 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. Mar 18, 2014 - Application of different models yields different prediction maps. In general, the generalized additive model (GAM) tends to identify more potential sites while the random forest tends to identify lesser number of potential sites. 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. Feb 16, 2009 - Hastie and Tibshirani (1990) proposed and popularized generalized additive models (GAM). Jun 12, 2011 - Earlier, I looked at the HadCRUT3vgl data set using generalized least squares to investigate whether the trend in temperature since 1995 was statistically significant. May 25, 2011 - In a conference paper about consumer risk scoring, Wensui mentioned that generalized additive model (GAM) provides the ability to detect the nonlinear relationship between risk behavior and predictors [Ref. 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. 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. Jun 16, 2009 - Generalized additive models are an established tool to model correlations for nonlinear covariates without too much hazzle with the form of the assosiation between predictor and response. 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. Jul 31, 2009 - We expand on this literature by proposing an application of generalized additive models to estimate nonlinear heterogeneous treatment effects. 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.