Libri di Claudio Giovanni Borroni - libri Statistica & Applicazioni

Claudio Giovanni Borroni

Author's titles

Relative-importance assessment of explanatory variables in generalized linear models: an entropy-based approach digital Relative-importance assessment of explanatory variables
in generalized linear models: an entropy-based approach
Year: 2016
The object of the present paper is to propose a method for relative-importance assessment of explanatory variables in generalized linear models, through an analysis of the variation of entropy of the response variable. First, the problem is reviewed in the ordinary regression model and some criteria to be met by a suitable measure are emphasized...
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Some developments about a new nonparametric test based on Gini’s mean difference digital Some developments about a new nonparametric test based on Gini’s mean difference
Year: 2006
In this paper the performance of a new nonparametric test proposed by Borroni and Zenga (2003) for the independence of two criteria is discussed.
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Gini’s cograduation index for the estimation of the coefficients of a quadratic regression model digital Gini’s cograduation index for the estimation of the coefficients of a quadratic regression model
Year: 2006
Least square estimates of regression parameters may become unreliable when some outliers affect the data. This fact forces to search for different methods of estimation, some of which consist of substituting ranks to observations to avoid influences by extremes values.
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Finite and Asymptotic Properties of a Nonparametric Test for Randomness against Serial Dependence1 digital Finite and Asymptotic Properties of a Nonparametric Test for Randomness against Serial Dependence1
Year: 2003
In this paper the use of a nonparametric measure of serial dependence, based on Gini's cograduation index, is discussed.
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