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  • Search: subject:"robust variance estimator"
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Year of publication
Subject
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cluster-robust variance estimator 27 CRVE 26 clustered data 24 Cluster analysis 22 Clusteranalyse 22 wild cluster bootstrap 22 Estimation theory 21 Regional cluster 21 Regionales Cluster 21 Schätztheorie 21 Bootstrap approach 19 Bootstrap-Verfahren 19 grouped data 18 robust inference 18 Induktive Statistik 14 Statistical inference 14 Clustered data 10 wild bootstrap 8 inference 6 cluster jackknife 5 cluster sizes 5 Cluster-robust variance estimator 4 Edgeworth expansion 4 Robust inference 4 Wild cluster bootstrap 4 jackknife 4 Grouped data 3 Monte Carlo simulation 3 Monte-Carlo-Simulation 3 Regression analysis 3 Regressionsanalyse 3 two-way clustering 3 Statistical error 2 Statistischer Fehler 2 WCR bootstrap 2 WREC bootstrap 2 Wild bootstrap 2 bootstrap 2 bootstrap Wald test 2 cluster-robust variance estima-tor 2
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Online availability
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Free 30 Undetermined 5 CC license 1
Type of publication
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Book / Working Paper 27 Article 8
Type of publication (narrower categories)
All
Working Paper 27 Arbeitspapier 15 Graue Literatur 15 Non-commercial literature 15 Article in journal 7 Aufsatz in Zeitschrift 7
Language
All
English 35
Author
All
MacKinnon, James G. 33 Nielsen, Morten Ørregaard 27 Webb, Matthew 22 Djogbenou, Antoine A. 4 Djogbenou, Antoine 2 Webb, Matthew D. 2 Hardin, James W. 1 Niccodemi, Gianmaria 1 Nielsen, Morten Ørregard 1 Wansbeek, Tom 1
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Published in...
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Queen's Economics Department working paper 12 Queen’s Economics Department Working Paper 9 CREATES research paper 3 Journal of econometrics 3 Queen's Economics Department Working Paper 3 Econometrics : open access journal 1 Journal of applied econometrics 1 Journal of business & economic statistics : JBES ; a publication of the American Statistical Association 1 Stata Journal 1 The econometrics journal 1
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Source
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ECONIS (ZBW) 22 EconStor 12 RePEc 1
Showing 21 - 30 of 35
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Wild bootstrap and asymptotic inference with multiway clustering
MacKinnon, James G.; Nielsen, Morten Ørregaard; Webb, … - 2019
We study two cluster-robust variance estimators (CRVEs) for regression models with clustering in two dimensions and give conditions under which t-statistics based on each of them yield asymptotically valid inferences. In particular, one of the CRVEs requires stronger assumptions about the nature...
Persistent link: https://www.econbiz.de/10012431058
Saved in:
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When and how to deal with clustered errors in regression models
MacKinnon, James G.; Webb, Matthew - 2019
We discuss when and how to deal with possibly clustered errors in linear regression models. Specifically, we discuss situations in which a regression model may plausibly be treated as having error terms that are arbitrarily correlated within known clusters but uncorrelated across them. The...
Persistent link: https://www.econbiz.de/10012431064
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Asymptotic theory and wild bootstrap inference with clustered errors
Djogbenou, Antoine A.; MacKinnon, James G.; Nielsen, … - 2019
Persistent link: https://www.econbiz.de/10012063541
Saved in:
Cover Image
Wild bootstrap and asymptotic inference with multiway clustering
MacKinnon, James G.; Nielsen, Morten Ørregaard; Webb, … - 2019
We study two cluster-robust variance estimators (CRVEs) for regression models with clustering in two dimensions and give conditions under which t-statistics based on each of them yield asymptotically valid inferences. In particular, one of the CRVEs requires stronger assumptions about the nature...
Persistent link: https://www.econbiz.de/10012183373
Saved in:
Cover Image
When and how to deal with clustered errors in regression models
MacKinnon, James G.; Webb, Matthew - 2019
We discuss when and how to deal with possibly clustered errors in linear regression models. Specifically, we discuss situations in which a regression model may plausibly be treated as having error terms that are arbitrarily correlated within known clusters but uncorrelated across them. The...
Persistent link: https://www.econbiz.de/10012183510
Saved in:
Cover Image
Asymptotic Theory and Wild Bootstrap Inference with Clustered Errors
Djogbenou, Antoine A.; MacKinnon, James G.; Nielsen, … - 2018
We study asymptotic inference based on cluster-robust variance estimators for regression models with clustered errors, focusing on the wild cluster bootstrap and the ordinary wild bootstrap. We state conditions under which both asymptotic and bootstrap tests and confidence intervals will be...
Persistent link: https://www.econbiz.de/10011939450
Saved in:
Cover Image
Asymptotic Theory and Wild Bootstrap Inference with Clustered Errors
Djogbenou, Antoine A.; MacKinnon, James G.; Nielsen, … - 2018
We study asymptotic inference based on cluster-robust variance estimators for regression models with clustered errors, focusing on the wild cluster bootstrap and the ordinary wild bootstrap. We state conditions under which both asymptotic and bootstrap tests and confidence intervals will be...
Persistent link: https://www.econbiz.de/10011804820
Saved in:
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Wild bootstrap and asymptotic inference with multiway clustering
MacKinnon, James G.; Nielsen, Morten Ørregaard; Webb, … - In: Journal of business & economic statistics : JBES ; a … 39 (2021) 2, pp. 505-519
Persistent link: https://www.econbiz.de/10012499095
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Validity of Wild Bootstrap Inference with Clustered Errors
Djogbenou, Antoine; MacKinnon, James G.; Nielsen, … - 2017
We study asymptotic inference based on cluster-robust variance estimators for regression models with clustered errors, focusing on the wild cluster bootstrap and the ordinary wild bootstrap. We state conditions under which both asymptotic and bootstrap tests and confidence intervals will be...
Persistent link: https://www.econbiz.de/10011939434
Saved in:
Cover Image
Bootstrap and Asymptotic Inference with Multiway Clustering
MacKinnon, James G.; Nielsen, Morten Ørregaard; Webb, … - 2017
We study a cluster-robust variance estimator (CRVE) for regression models with clustering in two dimensions that was …
Persistent link: https://www.econbiz.de/10011939437
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