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Bias-corrected inference for multivariate nonparametric regression: model selection and oracle property 

Giordano, Francesco; Parrella, Maria Lucia (2014)
The local polynomial estimator is particularly affected by the curse of di- mensionality. So, the potentialities of such a tool become ineffective for large dimensional applications. Motivated by this, we propose a new ...
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Who and where are the co-authors? The relationship between institutional and geographical distance in scientific publications 

D'Amore, Rosamaria; Iorio, Roberto; Stawinoga, Agnieszka (2014)
The main goal of our research is to analyse the relationship between geographical and institutional distance in research collaboration. Given that there is institutional distance if different kinds of institutions collaborate, ...
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New insights on the relationships between geographic and institutional distance in research collaborations: a long period analysis 

D'Amore, Rosamaria; Iorio, Roberto (2014)
This paper analyses the relationship between institutional and geographic distance in scientific collaborations, evaluating the possible changes when a long period (sixteen years) is taken into consideration and discussing ...
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GRID for model structure discovering in high dimensional regression 

Giordano, Francesco; Lahiri, Soumendra Nath; Parrella, Maria Lucia (2014)
Given a nonparametric regression model, we assume that the number of covariates d → ∞ but only some of these covariates are relevant for the model. Our goal is to identify the relevant covariates and to obtain some information ...
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AutoreD'Amore, Rosamaria (2)Giordano, Francesco (2)Iorio, Roberto (2)Parrella, Maria Lucia (2)Lahiri, Soumendra Nath (1)Stawinoga, Agnieszka (1)SoggettoCo-autorships (2)Knowledge flows (2)University-industry collaboration (2)Institutional distance (1)Model selection (1)Multivariate bandwidth selection (1)Multivariate confidence bands (1)Multivariate nonparametric regression (1)Nonparametric model regression (1)Scientific and Technological Policy (1)... View MoreDate Issued
2014 (4)
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Yes (4)
EleA themes by Ugsiba