To cite this record:
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)

Imprint: Xarxa de Referència en Economia Aplicada (XREAP) 2012
Description: 56 p.
Series: XREAP ; 2012-11
Abstract: 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.
Rights: L'accés als continguts d'aquest document queda condicionat a l'acceptació de les condicions d'ús establertes per la següent llicència Creative Commons: Creative Commons
Language: Anglès.
Document: workingPaper
Subject: Models lineals (Estadística) ; Linear models (Statistics)

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56 p, 1.7 MB

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Research literature > Studies

 Record created 2012-08-31, last modified 2014-05-29

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