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

Generalized Additive Models



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


Feb 16, 2009 - Hastie and Tibshirani (1990) proposed and popularized generalized additive models (GAM). Combining Groups (Optimal Binning), Check mark. I have heard that they are very useful in micro-market structure studies. Feb 28, 2014 - Generalized additive models were estimated to explore linear and nonlinear relations among income inequality, poverty, and child maltreatment. Jun 29, 2013 - General Additive Models, Check mark. Our main tool of analysis is a generalized additive model (GAM) that allows for a semi- parametric estimation of a regression model of the following form: Yi = Xiβ + f(BMIi) + ϵi. General EM & k-Means Cluster Analysis, Check mark. 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. Aug 3, 2012 - If the link function can be estimated numerically, then such a class of models are called “Generalized Additive Models” , GAM models. Apr 27, 2013 - Saturday, 27 April 2013 at 08:38. 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. May 7, 2013 - The basic idea of the present study is to use a logistic regression model and a generalized additive model with -splines to estimate the survival function. Generalized Additive Models (Chapman & Hall/CRC Monographs on Statistics & Applied Probability) book download. Compared two modeling methods, parametric and non-parametric. Boosted Tree Classifiers and Regression, Check mark. Oct 17, 2010 - Palaseany-Lovejoy et al. General linear models and generalized additive models using conventional methods are both evaluated for the study area.