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  • Search: subject:"Generalized Additive Models"
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Year of publication
Subject
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generalized additive models 38 Generalized additive models 29 Theorie 27 Theory 27 Nichtparametrisches Verfahren 15 Nonparametric statistics 15 Regression analysis 8 Regressionsanalyse 8 Forecasting model 7 Prognoseverfahren 7 Generalized Additive Models 6 Estimation 5 Schätzung 5 Estimation theory 4 Risikomodell 4 Risk model 4 Schätztheorie 4 Semiparametric models 4 Time series analysis 4 Zeitreihenanalyse 4 Distributional regression 3 Insurance 3 Insurance premium 3 Interaction models 3 Interpretable machine learning 3 Metropolitan areas 3 Nichtlineare Regression 3 Nonlinear regression 3 Specialization 3 Tensor product smooths 3 Versicherung 3 Versicherungsbeitrag 3 brand choice 3 generalized linear models 3 nonparametric method 3 scale and shape 3 scanner panel data 3 semiparametric regression 3 smoothing 3 Actuarial mathematics 2
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Online availability
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Free 45 Undetermined 27 CC license 3
Type of publication
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Article 49 Book / Working Paper 34
Type of publication (narrower categories)
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Article in journal 30 Aufsatz in Zeitschrift 30 Working Paper 18 Arbeitspapier 11 Graue Literatur 11 Non-commercial literature 11 Article 6
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Language
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English 58 Undetermined 25
Author
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Umlauf, Nikolaus 6 Goodwin, Barry K. 4 Abe, Makoto 3 Hildebrandt, Lutz 3 Kneib, Thomas 3 Kraus, Mathias 3 Lang, Stefan 3 Longhi, Christian 3 Musolesi, Antonio 3 Zschech, Patrick 3 Bailey, Jason Robert 2 Baumont, Catherine 2 Boucher, Jean-Philippe 2 Boztuæg, Yasemin 2 Cantoni, Eva 2 Fabsic, Peter 2 Fengler, Matthias R. 2 Field, Christopher 2 Flemming, Joanna 2 Gallegati, Marco 2 Guastella, Gianni 2 Guney, Selin 2 Härdle, Wolfgang 2 Joaqui-Barandica, Orlando 2 Lauria, Davide 2 Lindquist, W. Brent 2 Mammen, Enno 2 Manotas-Duque, Diego F. 2 Mittnik, Stefan 2 Oort, Frank van 2 Pfeiffer, Ruth 2 Račev, Svetlozar T. 2 Simon, Thorsten 2 Strasak, Alexander 2 Thakkar, Pratik 2 Turcotte, Roxane 2 Tzeremes, Nickolaos G. 2 Weinzierl, Sven 2 Zeileis, Achim 2 Adland, Roar 1
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Institution
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Institut für Finanzwissenschaft, Fakultät für Volkswirtschaft und Statistik 2 Sonderforschungsbereich 373, Quantifikation und Simulation ökonomischer Prozesse, Wirtschaftswissenschaftliche Fakultät 2 Agricultural and Applied Economics Association - AAEA 1 Department of Econometrics and Business Statistics, Monash Business School 1 Disciplinegroep Economische Geografie, Faculteit Ruimtelijke Wetenschappen 1 Département Sciences Sociales, Agriculture et Alimentation, Espace et Environnement (SAE2), Institut National de la Recherche Agronomique (INRA) 1 EconWPA 1 Faculteit Economie en Bedrijfskunde, Universiteit Gent 1 Faculteit Economie en Bedrijfswetenschappen, Hogeschool-Universiteit Brussel (HUBrussel) 1 Institut d'Economie et Econométrie, Université de Genève 1 International Centre for Economic Research (ICER) 1 Laboratoire d'Économie Appliquée de Grenoble, Département Sciences Sociales, Agriculture et Alimentation, Espace et Environnement (SAE2) 1 London School of Economics (LSE) 1
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Published in...
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Working Papers in Economics and Statistics 3 ASTIN bulletin : the journal of the International Actuarial Association 2 Applied economics letters 2 Computational Statistics 2 Computational economics 2 Discussion Paper 2 European journal of operational research : EJOR 2 Journal of Applied Statistics 2 Journal of Risk and Financial Management 2 Journal of risk and financial management : JRFM 2 KBI 2 SFB 373 Discussion Paper 2 SFB 373 Discussion Papers 2 WP 2 Working Papers / Institut für Finanzwissenschaft, Fakultät für Volkswirtschaft und Statistik 2 Working papers in economics and statistics 2 2014 Annual Meeting, July 27-29, 2014, Minneapolis, Minnesota 1 AStA Advances in Statistical Analysis 1 Annals of Operations Research 1 Australian journal of management 1 Business & Information Systems Engineering 1 Cahiers du Département d'Econométrie 1 Economic Modelling 1 Economic modelling 1 Empirical economics : a quarterly journal of the Institute for Advanced Studies 1 Graz economics papers : GEP 1 ICER Working Papers 1 International Journal of Energy Economics and Policy : IJEEP 1 International Trade 1 International journal of forecasting 1 International review of economics & finance : IREF 1 Journal of Classification 1 Journal of the Royal Statistical Society: Series A (Statistics in Society) 1 LSE Research Online Documents on Economics 1 Letters in spatial and resource sciences : LSRS 1 Manufacturing & service operations management : M & SOM 1 Maritime policy & management 1 Marketing Science 1 Monash Econometrics and Business Statistics Working Papers 1 Papers in Evolutionary Economic Geography (PEEG) 1
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Source
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ECONIS (ZBW) 41 RePEc 27 EconStor 14 BASE 1
Showing 41 - 50 of 83
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Relative Performance of Semi-Parametric Nonlinear Models in Forecasting Basis
Onel, Gulcan; Karali, Berna - Agricultural and Applied Economics Association - AAEA - 2014
evidence of nonlinear effects in basis. In general, generalized additive models seem to yield better forecasts of basis. …
Persistent link: https://www.econbiz.de/10011068503
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Opportunistic shirking behaviour during unpaid overtime
Lopez, Michael J.; Mills, Brian - In: Applied economics letters 26 (2019) 7, pp. 608-612
Persistent link: https://www.econbiz.de/10012204284
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A comparative study of linear regression, generalized additive models, and regression trees
Sapra, Sunil K. - In: The empirical economics letters : a monthly … 18 (2019) 5, pp. 571-578
Persistent link: https://www.econbiz.de/10012312542
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Semi-Parametric generalized additive vector autoregressive models of spatial basis dynamics
Guney, Selin; Goodwin, Barry K.; Riquelme, Andrés - 2019
Persistent link: https://www.econbiz.de/10012114675
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Applied Nonparametric Regression Analysis: the Choice of Generalized Additive Models
Haghiri, Morteza - In: Review of Economics & Finance 3 (2013) February, pp. 25-34
followed by the introduction of generalized additive models and generalized additive mixed models has attracted practitioners … studies that used generalized additive models as econometric models and show how the parameters of these models are estimated …. In particular, it briefly reviews the theory of generalized additive models, and then introduces various techniques to …
Persistent link: https://www.econbiz.de/10010686083
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Modeling and forecasting daily electricity load curves: a hybrid approach
Cho, Haeran; Goude, Yannig; Brossat, Xavier; Yao, Qiwei - London School of Economics (LSE) - 2013
We propose a hybrid approach for the modeling and the short-term forecasting of electricity loads. Two building blocks of our approach are (1) modeling the overall trend and seasonality by fitting a generalized additive model to the weekly averages of the load and (2) modeling the dependence...
Persistent link: https://www.econbiz.de/10011071075
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Modeling operational risk depending on covariates : an empirical investigation
Embrechts, Paul; Mizgier, Kamil J.; Chen, Xian - In: The journal of operational risk 13 (2018) 3, pp. 17-46
Persistent link: https://www.econbiz.de/10011962172
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Reconciling Performance and Interpretability in Customer Churn Prediction using Ensemble Learning based on Generalized Additive Models
BOCK, K. W. DE; POEL, D. VAN DEN - Faculteit Economie en Bedrijfskunde, Universiteit Gent - 2012
classifier based upon generalized additive models (GAMs), in which both performance and interpretability are reconciled, is …
Persistent link: https://www.econbiz.de/10011083098
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Comparing Penalized Splines and Fractional Polynomials for Flexible Modelling of the Effects of Continuous Predictor Variables
Strasak, Alexander; Umlauf, Nikolaus; Pfeiffer, Ruth; … - Institut für Finanzwissenschaft, Fakultät für … - 2010
P(enalized)-splines and fractional polynomials (FPs) have emerged as powerful smoothing techniques with increasing popularity in several fields of applied research. Both approaches provide considerable flexibility, but only limited comparative evaluations of the performance and properties of the...
Persistent link: https://www.econbiz.de/10008498109
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Comparing Penalized Splines and Fractional Polynomials for Flexible Modelling of the Effects of Continuous Predictor Variables
Strasak, Alexander; Umlauf, Nikolaus; Pfeiffer, Ruth; … - 2010
P(enalized)-splines and fractional polynomials (FPs) have emerged as powerful smoothing techniques with increasing popularity in several fields of applied research. Both approaches provide considerable flexibility, but only limited comparative evaluations of the performance and properties of the...
Persistent link: https://www.econbiz.de/10010294838
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