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  • Search: subject:"sparse regression"
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Year of publication
Subject
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Regression analysis 22 Regressionsanalyse 22 Estimation theory 16 Schätztheorie 16 sparse regression 11 Sparse regression 10 inference under imperfect model selection 9 Induktive Statistik 7 Statistical inference 7 partially linear model 7 uniformly valid inference after model selection 7 Nichtparametrisches Verfahren 6 Nonparametric statistics 6 high-dimensional-sparse regression 5 treatment effects 5 Artificial intelligence 4 Factor analysis 4 Faktorenanalyse 4 Forecasting model 4 Künstliche Intelligenz 4 Mathematical programming 4 Mathematische Optimierung 4 Model selection 4 Prognoseverfahren 4 Theorie 4 Theory 4 Additive nonparametric models 3 Causality analysis 3 IV-Schätzung 3 Inference under imperfect model selection 3 Instrumental variables 3 Kausalanalyse 3 LASSO 3 PC-LASSO 3 Statistical test 3 Statistischer Test 3 average treatment effects for the treated 3 bitcoin 3 bubble 3 cryptocurrency 3
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Online availability
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Undetermined 19 Free 16 CC license 1
Type of publication
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Article 22 Book / Working Paper 14
Type of publication (narrower categories)
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Article in journal 15 Aufsatz in Zeitschrift 15 Working Paper 12 Graue Literatur 8 Non-commercial literature 8 Arbeitspapier 7 Article 1 Hochschulschrift 1
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Language
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English 29 Undetermined 7
Author
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Belloni, Alexandre 8 Chernozhukov, Victor 8 Hansen, Christian 8 Kozbur, Damian 6 Fan, Jianqing 4 Panagiōtidēs, Theodōros 3 Stengos, Thanasēs 3 Vravosinos, Orestis 3 Masini, Ricardo 2 Medeiros, Marcelo C. 2 Arshian Sharif 1 Bejaković, Predrag 1 Belloni, A. 1 Bertsimas, Dimitris 1 Buchheim, Christoph 1 Burg, Gerrit Jan Johannes van den 1 Carvalho, Carlos 1 Chen, Jim 1 Chen, Xi 1 Chernozhukov, V. 1 Dedieu, Antoine 1 Digalakis, Vassilis 1 Dunn, Jack 1 Gaillard, Pierre 1 Goude, Yannig 1 Gómez, Andrés 1 Hansen, C. 1 Hirose, Kei 1 Jiang, Bai 1 Kawano, Shuichi 1 Khan, Faridoon 1 Konishi, Sadanori 1 Lami, Omar Skali 1 Lee, Chien-Chiang 1 Li, Michael Lingzhi 1 Lin, Qihang 1 Lin, Yuanyuan 1 Liu, Xianhui 1 Lucas, Joseph 1 Luo, Ruiyan 1
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Institution
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Centre for Microdata Methods and Practice (CEMMAP) 1
Published in...
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CEMMAP working papers / Centre for Microdata Methods and Practice 3 Journal of business & economic statistics : JBES ; a publication of the American Statistical Association 3 cemmap working paper 3 Operations research 2 CeMMAP working papers 1 Computational Optimization and Applications 1 Computational Statistics 1 Computational Statistics & Data Analysis 1 Discussion paper 1 ERIM Ph. D. series research in management / Erasmus Institute of Management 1 Energy economics 1 INFORMS journal on computing : JOC 1 International advances in economic research 1 International journal of forecasting 1 Journal of Multivariate Analysis 1 Journal of Risk and Financial Management 1 Journal of econometrics 1 Journal of risk and financial management : JRFM 1 Management science : journal of the Institute for Operations Research and the Management Sciences 1 Operations research forum 1 Operations research letters 1 Statistical Applications in Genetics and Molecular Biology 1 Statistical Papers / Springer 1 Texto para discussão 1 Texto para discussão / Pontifícia Universidade Católica do Rio de Janeiro, Departamento de Economia 1 The review of economic studies 1 Working Paper 1 Working paper series 1 Working paper series / University of Zurich, Department of Economics 1
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Source
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ECONIS (ZBW) 23 RePEc 7 EconStor 6
Showing 1 - 10 of 36
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Slowly varying regression under sparsity
Bertsimas, Dimitris; Digalakis, Vassilis; Li, Michael … - In: Operations research 73 (2025) 3, pp. 1581-1597
Persistent link: https://www.econbiz.de/10015445771
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Factor-augmented VARs with noisy factor proxies
Mönch, Emanuel; Soofi-Siavash, Soroosh - 2026
Persistent link: https://www.econbiz.de/10015613969
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Tax and policy drivers of personal overindebtedness in the European Union
Chen, Jim; Bejaković, Predrag; Šimurina, Nika - In: International advances in economic research 30 (2024) 2, pp. 115-133
Persistent link: https://www.econbiz.de/10014583837
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The role of green energy stock market in forecasting China's crude oil market : an application of IIS approach and sparse regression models
Khan, Faridoon; Muhammadullah, Sara; Arshian Sharif; … - In: Energy economics 130 (2024), pp. 1-15
Persistent link: https://www.econbiz.de/10014559200
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How much can machines learn finance from Chinese text data?
Zhou, Yang; Fan, Jianqing; Xue, Lirong - In: Management science : journal of the Institute for … 70 (2024) 12, pp. 8962-8987
Persistent link: https://www.econbiz.de/10015145627
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A principal component-guided sparse regression approach for the determination of bitcoin returns
Panagiōtidēs, Theodōros; Stengos, Thanasēs; … - In: Journal of risk and financial management : JRFM 13 (2020) 2/33, pp. 1-10
observations). The recently introduced principal component-guided sparse regression is employed. We reveal that economic policy …
Persistent link: https://www.econbiz.de/10012173752
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Bridging factor and sparse models
Fan, Jianqing; Masini, Ricardo; Medeiros, Marcelo C. - 2021
includes both factor regression and sparse regression as specific models but also significantly weakens the cross … asymptotic theory for the factoraugmented sparse regression model and demonstrated the validity of the multiplier bootstrap for …
Persistent link: https://www.econbiz.de/10012435974
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Subset selection with shrinkage : sparse linear modeling when the SNR is low
Mazumder, Rahul; Radchenko, Peter; Dedieu, Antoine - In: Operations research 71 (2023) 1, pp. 129-147
Persistent link: https://www.econbiz.de/10014308406
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Cover Image
Bridging factor and sparse models
Fan, Jianqing; Masini, Ricardo; Medeiros, Marcelo C. - 2021
includes both factor regression and sparse regression as specific models but also significantly weakens the cross … asymptotic theory for the factoraugmented sparse regression model and demonstrated the validity of the multiplier bootstrap for …
Persistent link: https://www.econbiz.de/10012817071
Saved in:
Cover Image
Detecting racial bias in jury selection
Dunn, Jack; Zhuo, Ying Daisy - In: Operations research forum 3 (2022) 3, pp. 1-17
Persistent link: https://www.econbiz.de/10013461833
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