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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 31 - 40 of 83
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Data analytics for non-life insurance pricing
Wüthrich, Mario V.; Buser, Christoph - 2017 - Draft lecture notes, version January 27, 2017
from the classical world of generalized linear models, generalized additive models and credibility theory. These methods …
Persistent link: https://www.econbiz.de/10011625588
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A primer on Bayesian distributional regression
Kneib, Thomas; Umlauf, Nikolaus - 2017
Bayesian methods have become increasingly popular in the past two decades. With the constant rise of computational power even very complex models can be estimated on virtually any modern computer. Moreover, interest has shifted from conditional mean models to probabilistic distributional models...
Persistent link: https://www.econbiz.de/10011699413
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A primer on Bayesian distributional regression
Kneib, Thomas; Umlauf, Nikolaus - 2017
Bayesian methods have become increasingly popular in the past two decades. With the constant rise of computational power even very complex models can be estimated on virtually any modern computer. Moreover, interest has shifted from conditional mean models to probabilistic distributional models...
Persistent link: https://www.econbiz.de/10011869134
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Probabilistic forecasting of thunderstorms in the Eastern Alps
Simon, Thorsten; Fabsic, Peter; Mayr, Georg J.; Umlauf, … - 2017
A probabilistic forecasting method to predict thunderstorms in the European Eastern Alps is developed. A statistical model links lightning occurrence from the ground-based ALDIS detection network to a large set of direct and derived variables from a numerical weather prediction (NWP) system. The...
Persistent link: https://www.econbiz.de/10011930733
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Predictive claim scores for dynamic multi-product risk classification in insurance
Verschuren, Robert Matthijs - In: ASTIN bulletin : the journal of the International … 51 (2021) 1, pp. 1-25
Persistent link: https://www.econbiz.de/10012437272
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Semi-parametric models of spatial market integration
Goodwin, Barry K.; Holt, Matthew T.; Prestemon, Jeffrey P. - In: Empirical economics : a quarterly journal of the … 61 (2021) 5, pp. 2335-2361
Persistent link: https://www.econbiz.de/10012664520
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Unraveling the predictive power of telematics data in car insurance pricing
Verbelen, R.; Antonio, K.; Claeskens, G. - 2016
Persistent link: https://www.econbiz.de/10011659016
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Actuarial applications of word embedding models
Lee, Gee; Manski, Scott; Maiti, Tapabrata - In: ASTIN bulletin : the journal of the International … 50 (2020) 1, pp. 1-24
Persistent link: https://www.econbiz.de/10012194107
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A hedonic house price index in continuous time
Waltl, Sofie - 2015
Persistent link: https://www.econbiz.de/10010530597
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Regional heterogeneity and interregional research spillovers in European innovation: modeling and policy implications
Guastella, Gianni; Oort, Frank van - Disciplinegroep Economische Geografie, Faculteit … - 2015
In agglomeration studies, the effects of various regional externalities related to knowledge spillovers remain largely unclear. To explain innovation clustering, scholars emphasize the contribution of Localized Knowledge Spillovers (LKS) and, specifically when estimating the Knowledge Production...
Persistent link: https://www.econbiz.de/10011194441
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