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  • Search: subject:"Hot-deck"
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Year of publication
Subject
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hot-deck imputation 8 hot deck imputation 7 match bias 4 measurement error 4 Bias 3 Lohnstruktur 3 hot-deck 3 imputation methods 3 missing categorical data 3 missing data 3 polytomous regression 3 random forests 3 smoking habits 3 CPS 2 CPS ASEC 2 Datenausfall 2 Datenmehrung 2 Ergänzungstechniken 2 Hot Deck 2 Hot Deck Methoden 2 Hot deck imputation 2 Messung 2 Missing data 2 Multiple imputation 2 Schätzung 2 Statistische Methode 2 Statistischer Fehler 2 Theorie 2 Vereinigte Staaten 2 copula 2 earnings inequality 2 martingales 2 nichtignorierbare Antwortverweigerung 2 nonresponse 2 nonresponse bias 2 proxy reports 2 survey sampling 2 treatment effects 2 union wage differentials 2 union wage premiums 2
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Online availability
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Free 15 Undetermined 8
Type of publication
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Book / Working Paper 17 Article 11
Type of publication (narrower categories)
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Working Paper 7 Arbeitspapier 1 Article 1 Article in journal 1 Aufsatz in Zeitschrift 1 Graue Literatur 1 Non-commercial literature 1 research-article 1
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Language
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Undetermined 15 English 12 German 1
Author
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Hirsch, Barry T. 5 Abadie, Alberto 2 Bjørnstad, Jan F. 2 Bollinger, Christopher R. 2 Hokayem, Charles M. 2 Imbens, Guido W. 2 Rässler, Susanne 2 Schumacher, Edward J. 2 Torres Munguía, Juan Armando 2 Ziliak, James P. 2 Andridge, Rebecca 1 Armando, Juan 1 Bandeh, Linda S. 1 Beissel-Durrant, Gabriele 1 Bratti, Massimiliano 1 Carlson, Barbara Lepidus 1 Cox, Brenda G. 1 Falcone, Marianna 1 Hirsch, Barry 1 Huisman, Mark 1 Jang, Donsig 1 Kang, Shin-Soo 1 Kaplan, Greg 1 Koehler, Kenneth 1 Lai, Y.L. 1 Larsen, Michael 1 Lin, Xiaojing 1 Marcello D’Orazio 1 Munguía, Torres 1 Rossi, Nicola 1 Schulhofer-Wohl, Sam 1 Shen, S.M. 1 Skinner, Chris 1 Sonoda, Katsurako 1 Sukasih, Amang 1 Sullivan, Danielle 1 Tarsitano, Agostino 1 Toniolo, Gianni 1 Utsunomiya, Kiyohito 1 Vecchi, Giovanni 1
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Institution
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Institute for the Study of Labor (IZA) 3 Mathematica Policy Research 2 Bank of Japan 1 C.E.P.R. Discussion Papers 1 Department of Economics, University of Warwick 1 Dipartimento di Scienze Economiche, Statistiche e Finanziarie, Università della Calabria 1 Statistisk Sentralbyrå, Government of Norway 1
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Published in...
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IZA Discussion Papers 7 Mathematica Policy Research Reports 2 Bank of Japan Working Paper Series 1 CEPR Discussion Papers 1 Computational Statistics & Data Analysis 1 Demography 1 Discussion Papers 1 Discussion Papers / Statistisk Sentralbyrå, Government of Norway 1 Discussion paper series / IZA 1 Jahrbücher für Nationalökonomie und Statistik 1 Journal of Economics and Statistics (Jahrbuecher fuer Nationaloekonomie und Statistik) 1 Metrika 1 Quality & Quantity: International Journal of Methodology 1 Revista de Métodos Cuantitativos para la Economía y la Empresa 1 Revista de Métodos Cuantitativos para la Economía y la Empresa = Journal of Quantitative Methods for Economics and Business Administration 1 Revista de métodos cuantitativos para la economía y la empresa 1 Romanian Statistical Review 1 Social Indicators Research 1 The Warwick Economics Research Paper Series (TWERPS) 1 Working Papers / Dipartimento di Scienze Economiche, Statistiche e Finanziarie, Università della Calabria 1 cemmap working paper 1
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Source
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RePEc 18 EconStor 7 ECONIS (ZBW) 2 Other ZBW resources 1
Showing 1 - 10 of 28
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Comparison of imputation methods for handling missing categorical data with univariate pattern
Torres Munguía, Juan Armando - In: Revista de Métodos Cuantitativos para la Economía y … 17 (2014), pp. 101-120
missingness is evaluated: listwise, mode imputation, random imputation, hot-deck, imputation by polytomous regression and random … assessed in this paper were hot-deck and polytomous regression approaches. …
Persistent link: https://www.econbiz.de/10011307209
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Comparison of imputation methods for handling missing categorical data with univariate pattern
Torres Munguía, Juan Armando - In: Revista de métodos cuantitativos para la economía y … 17 (2014), pp. 101-120
missingness is evaluated: listwise, mode imputation, random imputation, hot-deck, imputation by polytomous regression and random … assessed in this paper were hot-deck and polytomous regression approaches. …
Persistent link: https://www.econbiz.de/10010385546
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Trouble in the Tails? What We Know about Earnings Nonresponse Thirty Years after Lillard, Smith, and Welch
Bollinger, Christopher R.; Hirsch, Barry; Hokayem, … - 2018
Earnings nonresponse in household surveys is widespread, yet there is limited knowledge of how nonresponse biases earnings measures. We examine the consequences of nonresponse on earnings gaps and inequality using Current Population Survey individual records linked to administrative earnings...
Persistent link: https://www.econbiz.de/10011931675
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Trouble in the tails? : what we know about earnings nonresponse thirty years after Lillard, Smith, and Welch
Bollinger, Christopher R.; Hirsch, Barry T.; Hokayem, … - 2018
Earnings nonresponse in household surveys is widespread, yet there is limited knowledge of how nonresponse biases earnings measures. We examine the consequences of nonresponse on earnings gaps and inequality using Current Population Survey individual records linked to administrative earnings...
Persistent link: https://www.econbiz.de/10011892612
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MISSING-VALUES ADJUSTMENT FOR MIXED-TYPE DATA
Tarsitano, Agostino; Falcone, Marianna - Dipartimento di Scienze Economiche, Statistiche e … - 2010
the last are heterogeneous in measurement scale. Our technique is a variation of the popular nearest neighbor hot deck …
Persistent link: https://www.econbiz.de/10008484437
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A martingale representation for matching estimators
Abadie, Alberto; Imbens, Guido W. - 2009
Matching estimators are widely used in statistical data analysis. However, the distribution of matching estimators has been derived only for particular cases (Abadie and Imbens, 2006). This article establishes a martingale representation for matching estimators. This representation allows the...
Persistent link: https://www.econbiz.de/10010269062
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A Martingale Representation for Matching Estimators
Abadie, Alberto; Imbens, Guido W. - Institute for the Study of Labor (IZA) - 2009
literature. JEL Classification: C13, C14, C21 Keywords: matching, martingales, treatment effects, hot-deck imputation …, where it is often referred to as \hot-deck imputation" (Little and Rubin, 2002). For concreteness, and to avoid tedious … treatment efiects as well as \hot-deck" imputation methods for missing data. 7 Appendix Proof of Proposition 1: By changing …
Persistent link: https://www.econbiz.de/10005566424
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Integration and imputation of survey data in R: the StatMatch package
Marcello D’Orazio - In: Romanian Statistical Review 63 (2015) 2, pp. 57-68
devoted to hot deck matching methods, strictly related to the ones developed for the imputation of missing values. The …
Persistent link: https://www.econbiz.de/10011265046
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Comparison of Imputation Methods for Handling Missing Categorical Data with Univariate Pattern|| Una comparación de métodos de imputación de variables categóricas con patrón univariado
Munguía, Torres; Armando, Juan - In: Revista de Métodos Cuantitativos para la Economía y … 17 (2014) 1, pp. 101-120
missingness is evaluated: listwise, mode imputation, random imputation, hot-deck, imputation by polytomous regression and random … assessed in this paper were hot-deck and polytomous regression approaches. || El presente estudio examina la estimación de … falta de respuesta: listwise, imputación de moda, imputación aleatoria, hot-deck, imputación por regresión politómica y …
Persistent link: https://www.econbiz.de/10010780735
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Non-Bayesian Multiple Imputation
Bjørnstad, Jan F. - 2005
, the methods used for imputing for nonresponse are typically non-Bayesian, e.g., some kind of stratified hot-deck. Hence … approach for studying this problem. Alternative combination formulas are derived for certain response mechanisms and hot-deck …
Persistent link: https://www.econbiz.de/10011968191
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