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  • Search: subject:"nonparametric instrumental variables"
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Year of publication
Subject
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Estimation theory 6 IV-Schätzung 6 Instrumental variables 6 Nichtparametrisches Verfahren 6 Nonparametric statistics 6 Schätztheorie 6 Irregular functional 5 Nonlinear nonparametric instrumental variables 5 Penalized sieve minimum distance 5 Sieve quasi likelihood ratio 5 nonparametric instrumental variables 5 Generalized residual bootstrap 4 Local power 4 Nonparametric instrumental variables 4 Sieve Wald 4 Sieve variance estimators 4 Fredholm equation 3 Optimal uniform convergence rates 3 Random matrices 3 Splines 3 Statistical ill-posed inverse problems 3 Wavelets 3 Weak dependence 3 deconvolution 3 density estimation 3 nonparametric estimation 3 Bootstrap approach 2 Bootstrap-Verfahren 2 Estimation 2 Nichtparametrische Schätzung 2 Nonparametric Estimation 2 Nonparametric Instrumental Variables 2 Nonparametric estimation 2 Schätzung 2 Sieve Estimation 2 Trimming 2 Wilks phenomenon 2 regularization 2 Artificial neural networks 1 Asymptotic normality 1
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Online availability
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Free 16
Type of publication
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Book / Working Paper 16
Type of publication (narrower categories)
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Working Paper 10 Arbeitspapier 6 Graue Literatur 6 Non-commercial literature 6
Language
All
English 11 Undetermined 5
Author
All
Chen, Xiaohong 10 Pouzo, Demian 5 Christensen, Timothy 4 Horowitz, Joel 3 Freyberger, Joachim 2 Masten, Matthew 2 Chen, Jiafeng 1 Kankanala, Sid 1 Koop, Gary 1 Poirier, Dale 1 Tamer, Elie T. 1 Tobias, Justin 1
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Institution
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Cowles Foundation for Research in Economics, Yale University 4 Centre for Microdata Methods and Practice (CEMMAP) 1 Department of Economics, Leicester University 1
Published in...
All
CEMMAP working papers / Centre for Microdata Methods and Practice 4 Cowles Foundation Discussion Papers 4 cemmap working paper 4 Cowles Foundation discussion paper 2 CeMMAP working papers 1 Discussion Papers in Economics 1
Source
All
ECONIS (ZBW) 6 RePEc 6 EconStor 4
Showing 1 - 10 of 16
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Adaptive estimation and uniform confidence bands for nonparametric IV
Chen, Xiaohong; Christensen, Timothy; Kankanala, Sid - 2021
Persistent link: https://www.econbiz.de/10012618316
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Efficient estimation of average derivatives in NPIV models : simulation comparisons of neural network estimators
Chen, Jiafeng; Chen, Xiaohong; Tamer, Elie T. - 2021 - Revised draft: December 2021
Persistent link: https://www.econbiz.de/10012807970
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Compactness of infinite dimensional parameter spaces
Freyberger, Joachim; Masten, Matthew - 2015
-norm bound are compact under a norm ║·║c. We apply these results to nonparametric mean regression and nonparametric instrumental … variables estimation. …
Persistent link: https://www.econbiz.de/10011445783
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Compactness of infinite dimensional parameter spaces
Freyberger, Joachim; Masten, Matthew - 2015
instrumental variables estimation. … ||-||s-norm bound are compact under a norm ||-||c. We apply these results to nonparametric mean regression and nonparametric …
Persistent link: https://www.econbiz.de/10011412122
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Sieve Wald and QLR inferences on semi/ nonparametric conditional moment models
Chen, Xiaohong; Pouzo, Demian - 2014
nonsmooth generalized residuals, which include all of the (nonlinear) nonparametric instrumental variables (IV) as special cases …
Persistent link: https://www.econbiz.de/10011282658
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Sieve Wald and QLR inferences on semi/ nonparametric conditional moment models
Chen, Xiaohong; Pouzo, Demian - 2014 - Rev. version: August 2014
nonsmooth generalized residuals, which include all of the (nonlinear) nonparametric instrumental variables (IV) as special cases …
Persistent link: https://www.econbiz.de/10010403489
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Ill-posed inverse problems in economics
Horowitz, Joel - 2013
A parameter of an econometric model is identified if there is a one-to-one or many-to-one mapping from the population distribution of the available data to the parameter. Often, this mapping is obtained by inverting a mapping from the parameter to the population distribution. If the inverse...
Persistent link: https://www.econbiz.de/10010318682
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Optimal uniform convergence rates for sieve nonparametric instrumental variables regression
Chen, Xiaohong; Christensen, Timothy - 2013
instrumental variables (NPIV) regression in econometrics and a difficult ill-posed inverse problem with unknown operator in …We study the problem of nonparametric regression when the regressor is endogenous, which is an important nonparametric …
Persistent link: https://www.econbiz.de/10010368240
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Optimal Uniform Convergence Rates for Sieve Nonparametric Instrumental Variables Regression
Chen, Xiaohong; Christensen, Timothy - Cowles Foundation for Research in Economics, Yale University - 2013
instrumental variables (NPIV) regression in econometrics and a difficult ill-posed inverse problem with unknown operator in …We study the problem of nonparametric regression when the regressor is endogenous, which is an important nonparametric …
Persistent link: https://www.econbiz.de/10010817225
Saved in:
Cover Image
Ill-posed inverse problems in economics
Horowitz, Joel - Centre for Microdata Methods and Practice (CEMMAP) - 2013
A parameter of an econometric model is identified if there is a one-to-one or many-to-one mapping from the population distribution of the available data to the parameter. Often, this mapping is obtained by inverting a mapping from the parameter to the population distribution. If the inverse...
Persistent link: https://www.econbiz.de/10010827506
Saved in:
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