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  • Search: subject:"Ridge regression"
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Year of publication
Subject
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Ridge regression 72 Regressionsanalyse 70 Regression analysis 68 Schätztheorie 49 ridge regression 49 Estimation theory 48 Prognoseverfahren 36 Forecasting model 30 Multicollinearity 21 Bayes-Statistik 17 Theorie 15 Ridge Regression 14 Zeitreihenanalyse 14 Artificial intelligence 13 Künstliche Intelligenz 13 Bayesian inference 12 Theory 11 Bayesian model averaging 10 Forecasting 10 LASSO 10 MSE 10 Time series analysis 10 multicollinearity 10 Estimation 8 Partial least squares 8 Principal components 8 Bayesian VAR 7 Lasso regression 7 Monte Carlo simulation 7 Monte Carlo simulations 7 Portfolio selection 7 Portfolio-Management 7 Schätzung 7 Endogeneity 6 High dimensionality 6 Liu estimator 6 Monte-Carlo-Simulation 6 Ridge regression estimator 6 Shrinkage 6 VAR-Modell 6
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Online availability
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Undetermined 78 Free 74 CC license 6
Type of publication
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Article 115 Book / Working Paper 60
Type of publication (narrower categories)
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Article in journal 61 Aufsatz in Zeitschrift 61 Working Paper 26 Graue Literatur 16 Non-commercial literature 16 Arbeitspapier 15 Article 6 Aufsatz im Buch 1 Book section 1 Hochschulschrift 1 Thesis 1 research-article 1
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Language
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English 107 Undetermined 66 Spanish 2
Author
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Shukur, Ghazi 9 Exterkate, Peter 6 Heij, Christiaan 6 Månsson, Kristofer 6 De Mol, Christine 5 Dijk, Dick van 5 Giannone, Domenico 5 Kibria, B. M. Golam 5 Kim, Hyun Hak 5 Reichlin, Lucrezia 5 Swanson, Norman R. 5 Annaert, Jan 4 Groenen, Patrick J.F. 4 Hyndman, Rob J. 4 Shang, Han Lin 4 Zhang, Hairui 4 Akdeniz, Fikri 3 Andersson, Björn 3 Czogiel, Irina 3 Dokumentov, Alexander 3 Duran, Esra Akdeniz 3 Härdle, Wolfgang Karl 3 Kapetanios, George 3 Kaçıranlar, Selahattin 3 Lübke, Karsten 3 Osipenko, Maria 3 Weihs, Claus 3 Ahmed, Syed E. 2 Athanasopoulos, George 2 Bauwens, Luc 2 Boos, Dominik 2 Bratu, Mihaela 2 Ceuster, Marc J.K. De 2 Chevillon, Guillaume 2 Claes, Anouk G. P. 2 Claes, Anouk G.P. 2 De Ceuster, Marc J. 2 González, Eliana 2 Groen, Jan J. J. 2 Groenen, Patrick J. F. 2
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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 Départment des sciences administratives, Université du Québec en Outaouais (UQO) 2 European Central Bank 2 BANCO DE LA REPÚBLICA 1 Banco de la Republica de Colombia 1 Center for Economic Research and Graduate Education and Economics Institute (CERGE-EI) 1 Centrum för arbetsmarknadspolitisk forkskning (CAFO), Ekonomihögskolan 1 Department of Economics, City University 1 Department of Economics, Rutgers University-New Brunswick 1 Deutsche Bundesbank 1 Finance Discipline Group, Business School 1 Institut für Wirtschafts- und Sozialstatistik, Universität Dortmund 1 Nationalekonomiska Institutionen, Uppsala Universitet 1 School of Economics and Finance, Queen Mary 1 School of Economics and Management, University of Aarhus 1 Solvay Brussels School of Economics and Management, Université Libre de Bruxelles 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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Statistical Papers / Springer 11 HUI Working Papers 5 International journal of forecasting 4 Psychometrika 4 Annals of the Institute of Statistical Mathematics 3 Journal of Risk and Financial Management 3 Journal of econometrics 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 Applied Energy 2 Computational Statistics 2 Computational economics 2 ECB Working Paper 2 Economic Modelling 2 Economic modelling 2 Economics Letters 2 Economics letters 2 Journal of Econometrics 2 Journal of Multivariate Analysis 2 Journal of forecasting 2 RePAd Working Paper Series 2 Statistics in transition : an international journal of the Polish Statistical Association and Statistics Poland 2 The journal of real estate finance and economics 2 Tinbergen Institute Discussion Papers 2 Working Paper Series / European Central Bank 2 Working Paper Series in Economics and Institutions of Innovation 2 Advances in Data Analysis and Classification 1 Annals of actuarial science : publ. by the Institute of Actuaries and the Faculty of Actuaries 1 Applied economics 1 Asia Pacific financial markets 1 Asian African journal of economics and econometrics 1 BORRADORES DE ECONOMIA 1 BSP working paper series 1 Borradores de Economia 1 CAFO Working Papers 1 CEA_372Cass working paper series 1 CERGE-EI Working Papers 1 CREATES Research Papers 1
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Source
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ECONIS (ZBW) 79 RePEc 77 EconStor 18 Other ZBW resources 1
Showing 1 - 10 of 175
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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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