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  • Search: subject:"Lasso regression"
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Year of publication
Subject
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Regressionsanalyse 36 Regression analysis 35 Lasso regression 22 Artificial intelligence 13 Künstliche Intelligenz 13 LASSO regression 12 lasso regression 12 Theorie 10 Estimation theory 8 Prognoseverfahren 8 Schätztheorie 8 Theory 8 Zeitreihenanalyse 7 Bayesian VAR 6 Forecasting model 6 Time series analysis 5 large cross-sections 5 principal components 5 ridge regression 5 Machine learning 4 Ridge regression 4 Air pollution 3 Air transport 3 COVID-19 3 Coronavirus 3 Epidemic 3 Epidemie 3 Greenhouse gas emissions 3 Hedonic price index 3 Hedonischer Preisindex 3 Hodrick-Prescott filtering 3 Luftverkehr 3 Luftverschmutzung 3 Risiko 3 Risk 3 Treibhausgas-Emissionen 3 VAR-Modell 3 l1 trend filtering 3 machine learning 3 AIM 2
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Online availability
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Free 33 Undetermined 22 CC license 5
Type of publication
All
Article 37 Book / Working Paper 20
Type of publication (narrower categories)
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Article in journal 32 Aufsatz in Zeitschrift 32 Working Paper 13 Arbeitspapier 7 Graue Literatur 7 Non-commercial literature 7 Article 3 research-article 1
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Language
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English 50 Undetermined 5 German 1 Spanish 1
Author
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De Mol, Christine 6 Giannone, Domenico 6 Reichlin, Lucrezia 6 Yamada, Hiroshi 5 Härdle, Wolfgang 3 Mantell, Edmund H. 3 Oliveira, Alessandro V. M. 3 Wahid, Abdul 3 Aldrighi, Dante Mendes 2 Bingler, Julia Anna 2 Bizer, Kilian 2 Colesanti Senni, Chiara 2 Du, Ruixue 2 Jeyanthi, P. Mary 2 Kim, Jang Ho 2 Li, Yingxing 2 Liao, Zhipeng 2 Lu, Meng-Jou 2 Metz-Peeters, Maike 2 Monnin, Pierre 2 Mumtaz, Muhammad Zubair 2 Oberoi, Sarbjit Singh 2 Patragst, Jil-Laurel 2 Phillips, Peter C.B. 2 Reher, Leonie 2 Ren, Rui 2 Runst, Petrik 2 Santos, Luca J. 2 Shrivastava, Santosh Kumar 2 Thomä, Jörg 2 Addey, Kwame Asiam 1 Agiomirgianakis, George M. 1 Agiropoulos, Charalampos 1 Agyemang, Edmund Fosu 1 Anh Ngoc Quynh Le 1 Antunes, Jorge Junio Moreira 1 Aprigliano, Valentina 1 Araújo, Claudia Affonso Silva 1 Baird, Sarah 1 Bao, Ruoyi 1
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Institution
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Cowles Foundation for Research in Economics, Yale University 2 Banca d'Italia 1 C.E.P.R. Discussion Papers 1 Deutsche Bundesbank 1 European Central Bank 1 Solvay Brussels School of Economics and Management, Université Libre de Bruxelles 1
Published in...
All
Finance research letters 3 Applied economics letters 2 Cowles Foundation Discussion Papers 2 Agricultural finance review 1 CEPR Discussion Papers 1 Cogent Economics & Finance 1 Cogent economics & finance 1 Computational economics 1 Discussion Paper Series 1 1 Discussion Paper Series 1: Economic Studies 1 ECB Working Paper 1 EconoQuantum : Revista de Economía y Negocios 1 Econometrics 1 Econometrics : open access journal 1 Economics Working Paper Series 1 Emerging markets review 1 Empirical economics : a journal of the Institute for Advanced Studies, Vienna, Austria 1 Empirical economics : a quarterly journal of the Institute for Advanced Studies 1 Energy economics 1 Estudios de Economía 1 Estudios de economía 1 European journal of political economy 1 HMD : Praxis der Wirtschaftsinformatik 1 IRTG 1792 Discussion Paper 1 IRTG 1792 discussion paper 1 International advances in economic research 1 International journal of sustainable economy : IJSE 1 International review of financial analysis 1 Journal of air transport management 1 Journal of development economics 1 Journal of forecasting 1 Journal of property investment & finance 1 Operations research perspectives 1 Pacific-Basin finance journal 1 Quantitative finance 1 Research in transportation economics 1 Risks : open access journal 1 Rotman School of Management Working Paper 1 Ruhr Economic Papers 1 Ruhr economic papers 1
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Source
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ECONIS (ZBW) 39 EconStor 9 RePEc 7 BASE 1 Other ZBW resources 1
Showing 51 - 57 of 57
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Forecasting using a large number of predictors: is Bayesian regression a valid alternative to principal components?
De Mol, Christine; Giannone, Domenico; Reichlin, Lucrezia - 2006
This paper considers Bayesian regression with normal and doubleexponential priors as forecasting methods based on large panels of time series. We show that, empirically, these forecasts are highly correlated with principal component forecasts and that they perform equally well for a wide range...
Persistent link: https://www.econbiz.de/10010295821
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Forecasting using a large number of predictors: Is Bayesian regression a valid alternative to principal components?
De Mol, Christine; Giannone, Domenico; Reichlin, Lucrezia - 2006
This paper considers Bayesian regression with normal and doubleexponential priors as forecasting methods based on large panels of time series. We show that, empirically, these forecasts are highly correlated with principal component forecasts and that they perform equally well for a wide range...
Persistent link: https://www.econbiz.de/10011604746
Saved in:
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Forecasting using a large number of predictors: is Bayesian regression a valid alternative to principal components?
De Mol, Christine; Giannone, Domenico; Reichlin, Lucrezia - Deutsche Bundesbank - 2006
This paper considers Bayesian regression with normal and doubleexponential priors as forecasting methods based on large panels of time series. We show that, empirically, these forecasts are highly correlated with principal component forecasts and that they perform equally well for a wide range...
Persistent link: https://www.econbiz.de/10005083173
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Forecasting using a large number of predictors: Is Bayesian regression a valid alternative to principal components?
De Mol, Christine; Giannone, Domenico; Reichlin, Lucrezia - European Central Bank - 2006
This paper considers Bayesian regression with normal and doubleexponential priors as forecasting methods based on large panels of time series. We show that, empirically, these forecasts are highly correlated with principal component forecasts and that they perform equally well for a wide range...
Persistent link: https://www.econbiz.de/10005816205
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Forecasting simultaneously high-dimensional time series : a robust model-based clustering approach
Wang, Yongning; Tsay, Ruey S.; Ledolter, Johannes; … - In: Journal of forecasting 32 (2013) 8, pp. 673-684
Persistent link: https://www.econbiz.de/10010344465
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Forecasting using a large number of predictors: is Bayesian shrinkage a valid alternative to principal components?
Giannone, Domenico; Reichlin, Lucrezia; De Mol, Christine - Solvay Brussels School of Economics and Management, … - 2008
Persistent link: https://www.econbiz.de/10008574389
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Cover Image
Forecasting Using a Large Number of Predictors: Is Bayesian Regression a Valid Alternative to Principal Components?
De Mol, Christine; Giannone, Domenico; Reichlin, Lucrezia - C.E.P.R. Discussion Papers - 2006
This paper considers Bayesian regression with normal and double exponential priors as forecasting methods based on large panels of time series. We show that, empirically, these forecasts are highly correlated with principal component forecasts and that they perform equally well for a wide range...
Persistent link: https://www.econbiz.de/10005661527
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