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  • Search: subject:"Ridge regression"
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Year of publication
Subject
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ridge regression 33 Regressionsanalyse 27 Regression analysis 25 Schätztheorie 21 Estimation theory 20 Prognoseverfahren 18 Ridge regression 16 Forecasting model 12 Ridge Regression 9 Zeitreihenanalyse 9 Bayes-Statistik 8 LASSO 8 multicollinearity 8 Multicollinearity 7 Lasso regression 6 Theorie 6 Artificial intelligence 5 Bayesian VAR 5 High dimensionality 5 Künstliche Intelligenz 5 Regression 5 Time series analysis 5 kernel methods 5 nonlinear forecasting 5 principal components 5 Forecasting 4 Monte Carlo simulations 4 Partial least squares 4 Principal components 4 VAR-Modell 4 Wirtschaftsprognose 4 large cross-sections 4 regularization 4 Bayesian inference 3 Bayesian model averaging 3 Bayesian ridge regression 3 Estimation 3 Experimental Design 3 Generalized Cross Validation 3 MSE 3
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Online availability
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Free 74 CC license 6
Type of publication
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Book / Working Paper 50 Article 24
Type of publication (narrower categories)
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Working Paper 26 Graue Literatur 16 Non-commercial literature 16 Arbeitspapier 15 Article in journal 14 Aufsatz in Zeitschrift 14 Article 6 Hochschulschrift 1 Thesis 1
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Language
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English 54 Undetermined 18 Spanish 2
Author
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Shukur, Ghazi 7 Exterkate, Peter 5 Heij, Christiaan 5 De Mol, Christine 4 Dijk, Dick van 4 Giannone, Domenico 4 Groenen, Patrick J.F. 4 Reichlin, Lucrezia 4 Czogiel, Irina 3 Dokumentov, Alexander 3 Hyndman, Rob J. 3 Kibria, B. M. Golam 3 Lübke, Karsten 3 Månsson, Kristofer 3 Weihs, Claus 3 Ahmed, Syed E. 2 Andersson, Björn 2 Bratu, Mihaela 2 Duran, Esra Akdeniz 2 González, Eliana 2 Groen, Jan J. J. 2 Grover, Gurprit 2 Gómez, Román Salmerón 2 Huang, Jian 2 Hyndman, Rob J 2 Härdle, Wolfgang Karl 2 Jarociński, Marek 2 Kapetanios, George 2 Kaushik, Sakshi 2 Liu, Huazhang 2 Martínez, Eduardo Rodríguez 2 Osipenko, Maria 2 Reyes, Juan Rufino M. 2 Sabharwal, Alka 2 Sengupta, Nandana 2 Shang, Han Lin 2 Sowell, Fallaw 2 Yüzbaşı, Bahadır 2 Zeebari, Zangin 2 Agyemang, Edmund Fosu 1
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Institution
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Handelns Utredningsinstitut (HUI Research) 5 Department of Econometrics and Business Statistics, Monash Business School 3 Centre of Excellence for Science and Innovation Studies, Kungliga Tekniska Högskolan (KTH) 2 European Central Bank 2 BANCO DE LA REPÚBLICA 1 Banco de la Republica de Colombia 1 Deutsche Bundesbank 1 Finance Discipline Group, Business School 1 Institut für Wirtschafts- und Sozialstatistik, Universität Dortmund 1 School of Economics and Management, University of Aarhus 1 Sonderforschungsbereich 649: Ökonomisches Risiko, Wirtschaftswissenschaftliche Fakultät 1 Tinbergen Institute 1 Tinbergen Instituut 1 Volkswirtschaftliche Fakultät, Ludwig-Maximilians-Universität München 1
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Published in...
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HUI Working Papers 5 Journal of Risk and Financial Management 3 Journal of risk and financial management : JRFM 3 Monash Econometrics and Business Statistics Working Papers 3 Working Paper 3 Working paper / Department of Econometrics and Business Statistics, Monash University 3 ECB Working Paper 2 Statistics in transition : an international journal of the Polish Statistical Association and Statistics Poland 2 Tinbergen Institute Discussion Papers 2 Working Paper Series / European Central Bank 2 Working Paper Series in Economics and Institutions of Innovation 2 BORRADORES DE ECONOMIA 1 BSP working paper series 1 Borradores de Economia 1 CEA_372Cass working paper series 1 CREATES Research Papers 1 DNB working papers 1 Data science and management : DSM 1 Discussion Paper 1 Discussion Paper Series 1 1 Discussion Paper Series 1: Economic Studies 1 Discussion paper / Tinbergen Institute 1 ERIM Ph. D. series research in management / Erasmus Institute of Management 1 Econometrics 1 Econometrics : open access journal 1 Empirical economics : a quarterly journal of the Institute for Advanced Studies 1 FFA Working Papers : FFA working paper 1 International journal of finance & banking studies : JJFBS 1 Journal of Agricultural and Applied Economics 1 Journal of business & economic statistics : JBES ; a publication of the American Statistical Association 1 LIDAM discussion paper CORE 1 MPRA Paper 1 Research Paper Series / Finance Discipline Group, Business School 1 Research paper series / Swiss Finance Institute 1 Revista de Analisis Economico – Economic Analysis Review 1 Revista de Métodos Cuantitativos para la Economía y la Empresa 1 Revista de métodos cuantitativos para la economía y la empresa 1 SFB 649 Discussion Paper 1 SFB 649 Discussion Papers 1 Sloan working papers 1
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Source
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ECONIS (ZBW) 30 RePEc 26 EconStor 18
Showing 1 - 10 of 74
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Forecasting Dutch inflation using machine learning methods
Berben, Robert-Paul; Rasiawan, Rajni; Winter, Jasper de - 2025
Persistent link: https://www.econbiz.de/10015193047
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Institutions and carbon emissions : an investigation employing STIRPAT and machine learning methods
Cooray, Arusha; Özmen, Ibrahim - In: Empirical economics : a quarterly journal of the … 67 (2024) 3, pp. 1015-1044
Persistent link: https://www.econbiz.de/10015141903
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Modelling Tinnitus Functional Index reduction using supervised machine learning algorithms
Agyemang, Edmund Fosu - In: Statistics in transition : an international journal of … 25 (2024) 4, pp. 51-77
, Ridge and Lasso regressions, demonstrated superior performance compared to OLS and KNN, with the Ridge regression presenting … the smallest test mean square error (MSE) of 318.30. This finding establishes the Ridge regression as the best model for …
Persistent link: https://www.econbiz.de/10015338081
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Risky times : seasonality and event risk of commodities
Boos, Dominik - In: The journal of futures markets 44 (2024) 5, pp. 767-783
Persistent link: https://www.econbiz.de/10014536682
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Might expert knowledge improve econometric real estate mass appraisal?
Doszyń, Mariusz - In: The journal of real estate finance and economics 69 (2024) 4, pp. 719-740
Persistent link: https://www.econbiz.de/10015080907
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A ridge-regularized jackknifed Anderson-Rubin test
Dovì, Max-Sebastian; Kock, Anders Bredahl; Mavroeidis, … - In: Journal of business & economic statistics : JBES ; a … 42 (2024) 3, pp. 1083-1094
Persistent link: https://www.econbiz.de/10015053534
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The virtue of transparency : how to maximize the utility of data without overfitting
Czasonis, Megan; Kritzman, Mark; Turkington, David - 2024 - This version: July 22, 2024
Persistent link: https://www.econbiz.de/10014583528
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Forecasting stock closing prices with an application to airline company data
Xu, Xu; Zhang, Yixiang; McGrory, Clare Anne; Wu, Jinran; … - In: Data science and management : DSM 6 (2023) 4, pp. 239-246
Forecasting stock market movements is a challenging task from the practitioners' point of view. We explore how model selection via the least absolute shrinkage and selection operator (LASSO) approach can be better used to forecast stock closing prices using real-world datasets of daily stock...
Persistent link: https://www.econbiz.de/10014518025
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Model averaging with ridge regularization
Skolkova, Alena - 2023
Persistent link: https://www.econbiz.de/10014317815
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Extracting relevant predictors of the severity of mental illnesses from clinical information using regularisation regression models
Kaushik, Sakshi; Sabharwal, Alka; Grover, Gurprit - In: Statistics in Transition new series (SiTns) 23 (2022) 2, pp. 129-152
the presence of multicollinearity, regularisation techniques such as ridge regression and extensions of the least absolute … the coefficients obtained through ridge regression. …
Persistent link: https://www.econbiz.de/10013444136
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