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  • Search: subject:"POST Model"
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Year of publication
Subject
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Model uncertainty 3 post-model-selection estimator 3 Asymptotic size 2 Consistency 2 Economic geography 2 Inference after model selection 2 Institutional change 2 Internationalization knowledge 2 LASSO 2 Learning theory 2 Lower risk bound 2 Model selection 2 POST Model 2 Post-model-selection estimator 2 Pre-test estimator 2 Pro-market reforms 2 Selection of regressors 2 Theorie 2 Uniform consistency 2 asymptotic distribution 2 finite-sample distribution 2 model selection/comparison test 2 post model selection inference 2 semi/nonparametric models 2 310 Statistik 1 62E15 Penalized maximum likelihood LASSO SCAD Thresholding Post-model-selection estimator Finite-sample distribution Asymptotic distribution Oracle property Estimation of distribution Uniform consistency 1 Akaike weights 1 Akaike's information criterion AIC 1 Akaike-Gewichte 1 Akaikeis information criterion AIC 1 Bayes information criterion (BIC) 1 Bayesian model averaging 1 Bayesianische Modellmittelung (BMA) 1 Bootstrap 1 COID-19/Corona 1 Economics and Management Science 1 Estimation theory 1 Expected Credit Loss Model 1 Fisher information 1 Frequentist model averaging 1
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Online availability
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Free 10 Undetermined 5 CC license 1
Type of publication
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Book / Working Paper 9 Article 8
Type of publication (narrower categories)
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Article in journal 3 Aufsatz in Zeitschrift 3 Article 1 Thesis 1 Working Paper 1 research-article 1
Language
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Undetermined 9 English 7 German 1
Author
All
Leeb, Hannes 7 Pötscher, Benedikt M. 6 Dau, Luis Alfonso 2 Liao, Zhipeng 2 Shi, Xiaoxia 2 Bachoc, Francois 1 Belloni, Alexandre 1 Bäthe-Guski, Martina 1 Chernozhukov, Victor 1 Lee, Jae Kyu 1 Mbenda, Nadine 1 Mielniczuk, Jan 1 Newburry, John R. McIntyre and Wlamir Xavier, William 1 Nguefack Tsague, Georges Lucioni Edison 1 Poetscher, Benedikt M. 1 Potscher, Benedikt M. 1 Song, Yong Uk 1 Weichert, Sebastian 1 Wojtyś, Małgorzata 1
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Institution
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Volkswirtschaftliche Fakultät, Ludwig-Maximilians-Universität München 5 Cowles Foundation for Research in Economics, Yale University 1 EconWPA 1
Published in...
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MPRA Paper 5 Cowles Foundation Discussion Papers 1 Econometrics 1 IRZ : Zeitschrift für internationale Rechnungslegung 1 International Journal of Emerging Markets 1 International journal of emerging markets 1 Journal of Multivariate Analysis 1 Management Science 1 Metrika 1 Quantitative Economics 1 Quantitative economics : QE ; journal of the Econometric Society 1 cemmap working paper 1
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Source
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RePEc 10 ECONIS (ZBW) 3 EconStor 2 BASE 1 Other ZBW resources 1
Showing 11 - 17 of 17
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On the distribution of penalized maximum likelihood estimators: The LASSO, SCAD, and thresholding.
Pötscher, Benedikt M.; Leeb, Hannes - Volkswirtschaftliche Fakultät, … - 2007
We study the distributions of the LASSO, SCAD, and thresholding estimators, in finite samples and in the large-sample limit. The asymptotic distributions are derived for both the case where the estimators are tuned to perform consistent model selection and for the case where the estimators are...
Persistent link: https://www.econbiz.de/10005837301
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Can One Estimate the Unconditional Distribution of Post-Model-Selection Estimators ?
Leeb, Hannes; Pötscher, Benedikt M. - Volkswirtschaftliche Fakultät, … - 2005
We consider the problem of estimating the unconditional distribution of a post-model-selection estimator. The notion of … a post-model-selection estimator here refers to the combined procedure resulting from first selecting a model (e.g., by … functions (e.g., predictors) of the post-model-selection estimator. …
Persistent link: https://www.econbiz.de/10005619444
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Can One Estimate the Conditional Distribution of Post-Model-Selection Estimators?
Leeb, Hannes; Potscher, Benedikt M. - Cowles Foundation for Research in Economics, Yale University - 2003
We consider the problem of estimating the conditional distribution of a post-model-selection estimator where the … conditioning is on the selected model. The notion of a post-model-selection estimator here refers to the combined procedure … are also obtained for the conditional distribution of linear functions (e.g., predictors) of the post-model …
Persistent link: https://www.econbiz.de/10005593431
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Estimation of Fisher information using model selection
Mielniczuk, Jan; Wojtyś, Małgorzata - In: Metrika 72 (2010) 2, pp. 163-187
Persistent link: https://www.econbiz.de/10008673975
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On the distribution of penalized maximum likelihood estimators: The LASSO, SCAD, and thresholding
Pötscher, Benedikt M.; Leeb, Hannes - In: Journal of Multivariate Analysis 100 (2009) 9, pp. 2065-2082
We study the distributions of the LASSO, SCAD, and thresholding estimators, in finite samples and in the large-sample limit. The asymptotic distributions are derived for both the case where the estimators are tuned to perform consistent model selection and for the case where the estimators are...
Persistent link: https://www.econbiz.de/10005006479
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The Finite-Sample Distribution of Post-Model-Selection Estimators, and Uniform Versus Non-Uniform Approximations
Leeb, Hannes; Poetscher, Benedikt M. - EconWPA - 2000
In Poetscher [Econometric Theory (1991), 7, pp 163 - 185] the asymptotic distribution of a post-model … (i) that they do not provide information on the distribution of the post-model-selection estimator conditional on … conditional finite-sample distribution of the post-model-selection estimator which turns out to be complicated and difficult to …
Persistent link: https://www.econbiz.de/10005119210
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Unification of Linear Programming with a Rule-Based System by the Post-Model Analysis Approach
Lee, Jae Kyu; Song, Yong Uk - In: Management Science 41 (1995) 5, pp. 835-847
that considers both numeric and symbolic objectives and decision variables. To solve this problem, the Post-model Analysis … approach is adopted. An essential feature of the Post-model Analysis is that it supports nondominated tradeoffs among the …
Persistent link: https://www.econbiz.de/10009208798
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