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  • Search: subject:"local polynomial estimators"
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Year of publication
Subject
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average treatment effect 6 local polynomial estimators 6 Estimation theory 4 Schätztheorie 4 Causality analysis 3 Kausalanalyse 3 Regression analysis 3 Regressionsanalyse 3 bias correction 3 fixed bandwidth 3 heteroskedasticity robust standard errors 3 locally parametric inference 3 Bias 2 Heteroscedasticity 2 Heteroskedastizität 2 Nichtparametrisches Verfahren 2 Nonparametric statistics 2 Robust statistics 2 Robustes Verfahren 2 Statistical error 2 Statistischer Fehler 2 Systematischer Fehler 2 fixed bandwidth asymptotics 2 regression discontinuity design 2 Estimation 1 Fixed Bandwidth 1 Local Polynomial Estimators 1 Locally Parametric Inference 1 Nichtparametrische Schätzung 1 Nonparametric estimation 1 Schätzung 1 additively separable models 1 asymptotic distribution theory 1 average derivative estimator 1 binning algorithms 1 convergence rates 1 flexible modeling 1 index models 1 least absolute deviations estimator 1 maximum score estimator 1
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Online availability
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Free 4 Undetermined 2
Type of publication
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Book / Working Paper 5 Article 2
Type of publication (narrower categories)
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Working Paper 3 Arbeitspapier 2 Graue Literatur 2 Non-commercial literature 2 Article in journal 1 Aufsatz in Zeitschrift 1
Language
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English 5 Undetermined 2
Author
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Bartalotti, Otávio 4 Bartalotti, Otavio 2 Ichimura, Hidehiko 1 Todd, Petra E. 1
Institution
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Department of Economics, Iowa State University 1 Department of Economics, Tulane University 1
Published in...
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Discussion paper series / IZA 1 Handbook of econometrics : volume 6B 1 IZA Discussion Papers 1 Journal of econometric methods 1 Staff General Research Papers / Department of Economics, Iowa State University 1 Working Papers / Department of Economics, Tulane University 1 Working paper / Iowa State University, Department of Economics 1
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Source
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ECONIS (ZBW) 4 RePEc 2 EconStor 1
Showing 1 - 7 of 7
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Regression Discontinuity and Heteroskedasticity Robust Standard Errors: Evidence from a Fixed-Bandwidth Approximation
Bartalotti, Otávio - 2018
In regression discontinuity design (RD), for a given bandwidth, researchers can estimate standard errors based on different variance formulas obtained under different asymptotic frameworks. In the traditional approach the bandwidth shrinks to zero as sample size increases; alternatively, the...
Persistent link: https://www.econbiz.de/10011873564
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Regression discontinuity and heteroskedasticity robust standard errors : evidence from a fixed-bandwidth approximation
Bartalotti, Otávio - 2018
In regression discontinuity design (RD), for a given bandwidth, researchers can estimate standard errors based on different variance formulas obtained under different asymptotic frameworks. In the traditional approach the bandwidth shrinks to zero as sample size increases; alternatively, the...
Persistent link: https://www.econbiz.de/10011869057
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Regression discontinuity and heteroskedasticity robust standard errors : evidence from a fixed-bandwidth approximation
Bartalotti, Otávio - In: Journal of econometric methods 8 (2019) 1, pp. 1-26
Persistent link: https://www.econbiz.de/10012022999
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Theory and practice of inference in regression discontinuity : a fixed-bandwidth asymptotics approach
Bartalotti, Otavio - 2014
Persistent link: https://www.econbiz.de/10010471186
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Theory and Practice of Inference in Regression Discontinuity: A Fixed-Bandwidth Asymptotics Approach
Bartalotti, Otávio - Department of Economics, Tulane University - 2013
-bandwidth" alternative asymptotic theory for local polynomial estimators, bridging the gap between theorists and practitioners and shedding …
Persistent link: https://www.econbiz.de/10011094584
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Theory and Practice of Inference in Regression Discontinuity: A Fixed-Bandwidth Asymptotics Approach
Bartalotti, Otavio - Department of Economics, Iowa State University - 2014
 In regression discontinuity design (RD), researchers use bandwidths around the discontinuity. For agiven bandwidth, one can estimate asymptotic variance based on the assumption that the bandwidthshrinks to zero as sample size increases (the traditional approach) or, alternatively, that the...
Persistent link: https://www.econbiz.de/10011096956
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Chapter 74 Implementing Nonparametric and Semiparametric Estimators
Ichimura, Hidehiko; Todd, Petra E. - In: Handbook of econometrics : volume 6B, (pp. 5369-5468). 2007
different approaches relate to one another. Local polynomial estimators are discussed in detail and their distribution theory is …
Persistent link: https://www.econbiz.de/10014024941
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