Use this identifier to quote or link this document: http://hdl.handle.net/2072/196167

Local Distance-Based Generalized Linear Models using the dbstats package for R
Boj del Val, Eva; Delicado, Pedro; Fortiana Gregori, Josep; Esteve, Anna; Caballé Mestres, Adrià
Xarxa de Referència en Economia Aplicada (XREAP)
This paper introduces local distance-based generalized linear models. These models extend (weighted) distance-based linear models firstly with the generalized linear model concept, then by localizing. Distances between individuals are the only predictor information needed to fit these models. Therefore they are applicable to mixed (qualitative and quantitative) explanatory variables or when the regressor is of functional type. Models can be fitted and analysed with the R package dbstats, which implements several distancebased prediction methods.
2012-05
311 - Estadística

Models lineals (Estadística)
Linear models (Statistics)
L'accés als continguts d'aquest document queda condicionat a l'acceptació de les condicions d'ús establertes per la següent llicència Creative Commons: http://creativecommons.org/licenses/by/3.0/es/
56 p.
Working Paper
Xarxa de Referència en Economia Aplicada (XREAP)
XREAP;2012-11
         

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