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

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

Sep 4, 2013 - Partial Spearman's correlation, generalized additive models, and receiver operating characteristic (ROC) analysis were used to assess associations of kynurenines with PLP. May 19, 2014 - I like to fit generalized additive models to identify (non-linear) relationships, gradient boosting machines to obtain good predictions, PCA with robust partitioning to identify segments, and association rules for affinity analysis. Oct 17, 2012 - In addition, the text covers S software for particular kinds of statistical models, including linear models, nonlinear models, generalized linear models, local-polynomial regression models, and generalized additive models. Combining Groups (Optimal Binning), Check mark. Mar 22, 2014 - Now in widespread use, generalized additive models (GAMs) have evolved into a standard statistical methodology of considerable flexibility. 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. Oct 28, 2013 - At the individual level Generalized Linear Models (GLMs), Generalized Additive Models (GAMs), and Spatial Logistic Regression Models are compared. Boosted Tree Classifiers and Regression, Check mark. Aug 6, 2013 - Generalized Additive Models (Chapman & Hall/CRC Monographs on Statistics & Applied Probability) book download T.J. General EM & k-Means Cluster Analysis, Check mark. Dec 17, 2013 - International Journal of Remote Sensing 32:2081-2094; Katsanevakis S, Maravelias CD (2009) Bathymetric distribution of demersal fish in the Aegean and Ionian Seas, based on generalized additive modelling. Mar 8, 2010 - The associations of LV mass, LV end-diastolic volume, mass-to-volume (M/V) ratio, and ejection fraction with BMI, WC, WHR, and FM were displayed graphically using generalized additive models for both sexes. Jun 29, 2013 - General Additive Models, Check mark.