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
Page: 175
Format: pdf

Jul 13, 2012 - The methods available in Generalized Additive Models are implementations of techniques developed and popularized by Hastie and Tibshirani (1990). Apr 10, 2013 - In this study of landslides in Lower Austria, we focus on the model form uncertainty to assess the quality of a flexible statistical modelling technique, the generalized additive model (GAM). 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. ȯ书不错，不知谁可共享？谢谢! 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. Chapman and Hall/CRC Press, Boca Raton, Florida, 2006. 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. Sep 8, 2009 - Analysing spatio-temporal patterns of the global NO2-distribution retrieved from GOME satellite observations using a generalized additive model. Generalized Additive Models: An Introduction with R. 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 18, 2014 - Application of different models yields different prediction maps.