Search Results - subject:"Generalized Additive Models"

Modeling structural change in the European metropolitan areas during the process of economic integration

Longhi, Christian; Musolesi, Antonio; Baumont, Catherine - In: Economic Modelling 37 (2014) C, pp. 395-407

The specialization patterns of metropolitan areas are crucial in characterizing the effects of economic integration in Europe. This paper aims to provide and estimate an econometric model that explains both sectoral specialization and sectoral dissimilarity, measured with the GINI and the...

Persistent link: https://www.econbiz.de/10011048890

Model-based boosting in R: a hands-on tutorial using the R package <Emphasis Type="Bold">mboost

Hofner, Benjamin; Mayr, Andreas; Robinzonov, Nikolay; … - In: Computational Statistics 29 (2014) 1, pp. 3-35

-learners for fitting various kinds of generalized linear and generalized additive models to potentially high-dimensional data. We …

Persistent link: https://www.econbiz.de/10010998435

Modeling structural change in the European metropolitan areas during the process of economic integration

Longhi, Christian; Musolesi, Antonio; Baumont, Catherine - In: Economic modelling 37 (2014), pp. 395-407

Persistent link: https://www.econbiz.de/10010417669

Dynamic inventory-pricing control under backorder : demand estimation and policy optimization

Feng, Qi; Luo, Sirong; Zhang, Dan - In: Manufacturing & service operations management : M & SOM 16 (2014) 1, pp. 149-160

Persistent link: https://www.econbiz.de/10010339099

Simultaneous probability statements for Bayesian P-splines

Brezger, Andreas; Lang, Stefan - Institut für Finanzwissenschaft, Fakultät für … - 2007

P-splines are a popular approach for fitting nonlinear effects of continuous covariates in semiparametric regression models. Recently, a Bayesian version for P-splines has been developed on the basis of Markov chain Monte Carlo simulation techniques for inference. In this work we adopt and...

Persistent link: https://www.econbiz.de/10005432669

Extracting Long-Term Patterns of Population Changes from Sporadic Counts of Migrant Birds

Flemming, Joanna; Cantoni, Eva; Field, Christopher; … - Institut d'Economie et Econométrie, Université de Genève - 2006

. Instead we applied Generalized Additive Models (GAMs) to extract the continuous trend functions and patterns of influence of …

Persistent link: https://www.econbiz.de/10005811494

Extracting long-term patterns of population changes from sporadic counts of migrant birds

Flemming, Joanna; Cantoni, Eva; Field, Christopher; … - 2006

applied Generalized Additive Models (GAMs) to extract the continuous trend functions and patterns of in uence of observer … determining overall more general trends. Keywords: Seal Island, Generalized additive models, Count data, Overdisperson. 3 J … functions of the explanatory variables. Generalized Additive models (GAM) provide an alternative as they are a natural extension …

Persistent link: https://www.econbiz.de/10003597933

Spatio-temporal modelling of zero-inflated deep-sea shrimp data by Tweedie generalized additive

Arcuti, Simona; Calculli, Crescenza; Pollice, Alessio; … - In: Statistica 73 (2013) 1, pp. 87-101

In theMediterrean Sea the population features of demersal resources fluctuate over spatial and temporal scales due to the variability of abiotic and biotic factors as well as to human activities. The two shrimps Parapenaeus longirostris and Aristaeomorpha foliacea are among the most important...

Persistent link: https://www.econbiz.de/10010735537

Generalized additive models for functional data

Febrero-Bande, Manuel; González-Manteiga, Wenceslao - In: TEST: An Official Journal of the Spanish Society of … 22 (2013) 2, pp. 278-292

The aim of this paper is to extend the ideas of generalized additive models for multivariate data (with known or …

Persistent link: https://www.econbiz.de/10010994269

Modeling the industrial dynamics of the European metropolitan areas during the process of economic integration: a semiparametric approach

Longhi, C.; Musolesi, A.; Baumont, C. - Laboratoire d'Économie Appliquée de Grenoble, … - 2013

Persistent link: https://www.econbiz.de/10010833304