Generalized additive modelsThis paper describes a flexible method for modelling zero inflated count data which are typically found when trying to model and predict species distributions. Zero inflated data are defined as data that has a larger proportion of zeros than expected from pure count (...
The abstract of the paper is as follows: Crime is an important social and economic problem of South Africa. Though certain categories of crimes are of serious proportions, yet on ag… crime crime-data south-africa generalized-additive-models crime-statistics 2018 crime-prediction contact-crime ...
Paper Generalized Additive Model Selection We introduce GAMSEL (Generalized Additive Model Selection), a penalized likelihood approach for fitting sparse generalized additive models in high dimension. Our method interpolates between null, linear and additive models by allowing the effect of each variable ...
Estimation of nonlinear trends in water quality: An improved approach using generalized additive models This paper advocates the use of Generalized Additive Models (GAMs) for the estimation of nonlinear trends in water quality in the presence of serially corr... R Morton,BL Henderson - 《Water Res...
In this context, we should also mention that a widely used modification of the additive model (2.24) is the generalized additive model (GAM), which is treated extensively in the book by Hastie and Tibshirani (1990) and in the paper by Hastie and Tibshirani (1993). A link function makes ...
2) semi-parametric generalized additive model(GAM) 半参数广义相加模型(GAM)3) broad sense 广义 1. Architectural security principle in broad sense under continuable developing view; 可持续发展观下的建筑广义安全性原则 2. The research on criminal policy in broad sense is inevitable trend. 狭义的刑事...
Analysis of real-time particulate matter (PM 2.5 ) concentrations in Washington, DC, using generalized additive models (GAMs) The objective of this paper is to report the results of a generalized additive model used to predict local particulate matter concentrations at a Washingto... J Frengut...
Paper P256-26. SAS Institute, Cary, NC... GA Thompson,Mariana F. Sanchez De Bock - 《Marine Ecology》 被引量: 9发表: 2009年 Additive models with shape constraints The proposed shape constrained smoothing has been incorporated into generalized additive models with a mixture of unconstrained and...
Generalized additive models (GAMs) are a generalization of generalized linear models (GLMs) and constitute a powerful technique which has successfully proven its ability to capture nonlinear relationships between explanatory variables and a response variable in many domains. In this paper, GAMs are propo...
This paper introduces generalized additive models for location, scale and shape (GAMLSS) as a modeling framework for analyzing treatment effects beyond the mean. By relating each parameter of the response distribution to explanatory variables, GAMLSS model the treatment effect on the whole conditional ...