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  • Search: subject:"valid inference"
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Year of publication
Subject
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Estimation theory 12 Schätztheorie 12 Induktive Statistik 11 Statistical inference 11 Regression analysis 10 Regressionsanalyse 10 uniformly valid inference 8 Neymanization 7 inference under imperfect model selection 7 optimality 7 partially linear model 7 sparsity 7 uniformly valid inference after model selection 7 Causality analysis 6 Kausalanalyse 6 Statistical test 6 Statistischer Test 6 instruments 6 high-dimensional-sparse regression 5 treatment effects 5 IV-Schätzung 4 Instrumental variables 4 Nichtparametrisches Verfahren 4 Nonparametric statistics 4 model selection 4 Agnostic Inference 3 Causal Effects 3 Confidence Intervals 3 Machine Learning 3 Multiple Splitting,Assumption-Freeness 3 Quantification of Uncertainty 3 Sample Splitting 3 Sparsity 3 Uniformly Valid Inference 3 Uniformly valid inference 3 Variational P-values and Confidence Intervals 3 average treatment effects for the treated 3 median regression 3 post selection inference 3 Artificial intelligence 2
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Online availability
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Free 22 Undetermined 3
Type of publication
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Book / Working Paper 22 Article 4
Type of publication (narrower categories)
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Working Paper 19 Arbeitspapier 11 Graue Literatur 11 Non-commercial literature 11 Article in journal 3 Aufsatz in Zeitschrift 3
Language
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English 23 Undetermined 3
Author
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Chernozhukov, Victor 21 Belloni, Alexandre 18 Kato, Kengo 7 Hansen, Christian Bailey 5 Demirer, Mert 3 Duflo, Esther 3 Hansen, Christian 3 Kozbur, Damian 3 Wei, Ying 3 Fernández-Val, Iván 2 Anderson, Heather 1 Belloni, A. 1 Bojinov, Iavor 1 Chernozhukov, V. 1 Derumigny, Alexis 1 Fernandez-Val, Ivan 1 Girard, Lucas 1 Guyonvarch, Yannick 1 Hansen, C. 1 Liang, Biyonka 1 Poskitt, D. S. 1 Skeels, C. L. 1
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Institution
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Centre for Microdata Methods and Practice (CEMMAP) 2 Department of Econometrics and Business Statistics, Monash Business School 1
Published in...
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CEMMAP working papers / Centre for Microdata Methods and Practice 8 cemmap working paper 8 CeMMAP working papers 2 Journal of business & economic statistics : JBES ; a publication of the American Statistical Association 2 Journal of Economic Methodology 1 Monash Econometrics and Business Statistics Working Papers 1 Série des documents de travail 1 The review of economic studies 1 Working paper / National Bureau of Economic Research, Inc. 1 Working papers / Harvard Business School, Division of Research 1
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Source
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ECONIS (ZBW) 14 EconStor 8 RePEc 4
Showing 21 - 26 of 26
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Inference on treatment effects after selection amongst high-dimensional controls
Belloni, Alexandre; Chernozhukov, Victor; Hansen, … - 2012
novel estimation and uniformly valid inference method for the treatment effect in this setting, called the "post …
Persistent link: https://www.econbiz.de/10009548244
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Inference in high-dimensional panel models with an application to gun control
Belloni, Alexandre; Chernozhukov, Victor; Hansen, … - In: Journal of business & economic statistics : JBES ; a … 34 (2016) 4, pp. 590-605
Persistent link: https://www.econbiz.de/10011692431
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Post-selection inference for generalized linear models with many controls
Belloni, Alexandre; Chernozhukov, Victor; Wei, Ying - In: Journal of business & economic statistics : JBES ; a … 34 (2016) 4, pp. 606-619
Persistent link: https://www.econbiz.de/10011692433
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Inference on treatment effects after selection among high-dimensional controls
Belloni, Alexandre; Chernozhukov, Victor; Hansen, … - In: The review of economic studies 81 (2014) 2, pp. 608-650
Persistent link: https://www.econbiz.de/10010485099
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Small Concentration Asymptotics and Instrumental Variables Inference
Poskitt, D. S.; Skeels, C. L. - Department of Econometrics and Business Statistics, … - 2005
Poskitt and Skeels (2003) provide a new approximation to the sampling distribution of the IV estimator in a simultaneous equations model, the approximation is appropriate when the concentration parameter associated with the reduced form model is small. A basic purpose of this paper is to provide...
Persistent link: https://www.econbiz.de/10005427639
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Explanations of an empirical puzzle: what can be learnt from a test of the rational expectations hypothesis?
Anderson, Heather - In: Journal of Economic Methodology 6 (1999) 1, pp. 31-59
This paper illustrates the interplay between theory development and data analysis by considering the ability of the rational expectations hypothesis to explain the empirical cointegration structure found in the term structure. It finds that although a standard no-arbitrage theory that...
Persistent link: https://www.econbiz.de/10005496156
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