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  • Search: subject:"partially synthetic data"
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Year of publication
Subject
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partially synthetic data 7 CPS 6 Current Population Survey 4 Generalized Beta of the Second Kind distribution 4 topcoding 4 Income inequality 3 multiple imputation 3 privacy 3 statistical disclosure limitation 3 Disparitätsmaß 2 Einkommensverteilung 2 Income Inequality 2 Partially Synthetic Data 2 Schätzung 2 Theorie 2 Tobit-Modell 2 Topcoding 2 USA 2 confidentiality 2 current population survey 2 generalized beta of the second kind distribution 2 con?dentiality 1 income inequality 1
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Online availability
All
Free 9
Type of publication
All
Book / Working Paper 9
Type of publication (narrower categories)
All
Working Paper 2
Language
All
Undetermined 5 English 4
Author
All
Feng, Shuaizhang 6 Larrimore, Jeff 6 Burkhauser, Richard V. 5 Jenkins, Stephen P. 5 Benedetto, Gary 3 Woodcock, Simon D. 2 Burkhauser, Richard 1 Jenkins, Stephen 1 Woodcock, Simon 1
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Institution
All
Census Bureau, Department of Commerce 2 DIW Berlin (Deutsches Institut für Wirtschaftsforschung) 1 Department of Economics, Simon Fraser University 1 Institute for the Study of Labor (IZA) 1 Society for the Study of Economic Inequality - ECINEQ 1 Volkswirtschaftliche Fakultät, Ludwig-Maximilians-Universität München 1
Published in...
All
IZA Discussion Papers 2 DIW Discussion Papers 1 Discussion Papers / Department of Economics, Simon Fraser University 1 Discussion Papers of DIW Berlin 1 Longitudinal Employer-Household Dynamics Technical Papers 1 MPRA Paper 1 Working Papers / Census Bureau, Department of Commerce 1 Working Papers / Society for the Study of Economic Inequality - ECINEQ 1
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Source
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RePEc 7 EconStor 2
Showing 1 - 9 of 9
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Measuring inequality using censored data: a multiple imputation approach
Jenkins, Stephen P.; Burkhauser, Richard V.; Feng, … - 2009
To measure income inequality with right censored (topcoded) data, we propose multiple imputation for censored observations using draws from Generalized Beta of the Second Kind distributions to provide partially synthetic datasets analyzed using complete data methods. Estimation and inference...
Persistent link: https://www.econbiz.de/10010269337
Saved in:
Cover Image
Measuring inequality using censored data: a multiple imputation approach
Jenkins, Stephen P.; Burkhauser, Richard V.; Feng, … - 2009
To measure income inequality with right censored (topcoded) data, we propose multiple imputation for censored observations using draws from Generalized Beta of the Second Kind distributions to provide partially synthetic datasets analyzed using complete data methods. Estimation and inference...
Persistent link: https://www.econbiz.de/10010271567
Saved in:
Cover Image
Measuring inequality using Censored data: A multiple imputation approach
Jenkins, Stephen P.; Burkhauser, Richard V.; Feng, … - Society for the Study of Economic Inequality - ECINEQ - 2009
To measure income inequality with right censored (topcoded) data, we propose multiple imputation for censored observations using draws from Generalized Beta of the Second Kind distributions to provide partially synthetic datasets analyzed using complete data methods. Estimation and inference...
Persistent link: https://www.econbiz.de/10005413390
Saved in:
Cover Image
Measuring Inequality Using Censored Data: A Multiple Imputation Approach
Jenkins, Stephen; Burkhauser, Richard; Feng, Shuaizhang; … - Census Bureau, Department of Commerce - 2009
To measure income inequality with right censored (topcoded) data, we propose multiple imputation for censored observations using draws from Generalized Beta of the Second Kind distributions to provide partially synthetic datasets analyzed using complete data methods. Estimation and inference...
Persistent link: https://www.econbiz.de/10005058857
Saved in:
Cover Image
Measuring Inequality Using Censored Data: A Multiple Imputation Approach
Jenkins, Stephen P.; Burkhauser, Richard V.; Feng, … - DIW Berlin (Deutsches Institut für Wirtschaftsforschung) - 2009
To measure income inequality with right censored (topcoded) data, we propose multiple imputation for censored observations using draws from Generalized Beta of the Second Kind distributions to provide partially synthetic datasets analyzed using complete data methods. Estimation and inference...
Persistent link: https://www.econbiz.de/10005069117
Saved in:
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Measuring Inequality Using Censored Data: A Multiple Imputation Approach
Jenkins, Stephen P.; Burkhauser, Richard V.; Feng, … - Institute for the Study of Labor (IZA) - 2009
Keywords: income inequality, topcoding, partially synthetic data, CPS, Current Population Survey, Generalized Beta of the … rules proposed by Reiter (2003) for the case of ‘partially synthetic’ data. This accounts for the uncertainty added to …-topcoded observations with the imputed incomes for topcoded observations produces a partially synthetic data set for each year to which we …
Persistent link: https://www.econbiz.de/10005761990
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Distribution-Preserving Statistical Disclosure Limitation
Woodcock, Simon D.; Benedetto, Gary - Department of Economics, Simon Fraser University - 2007
One approach to limiting disclosure risk in public-use microdata is to release multiply-imputed, partially synthetic … data sets. These are data on actual respondents, but with con…dential data replaced by multiply-imputed synthetic values …
Persistent link: https://www.econbiz.de/10005636344
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Distribution Preserving Statistical Disclosure Limitation
Woodcock, Simon D.; Benedetto, Gary - Census Bureau, Department of Commerce - 2006
One approach to limiting disclosure risk in public-use microdata is to release multiply-imputed, partially synthetic … data sets. These are data on actual respondents, but with confidential data replaced by multiply-imputed synthetic values …
Persistent link: https://www.econbiz.de/10005581920
Saved in:
Cover Image
Distribution-Preserving Statistical Disclosure Limitation
Woodcock, Simon; Benedetto, Gary - Volkswirtschaftliche Fakultät, … - 2006
One approach to limiting disclosure risk in public-use microdata is to release multiply-imputed, partially synthetic … data sets. These are data on actual respondents, but with confidential data replaced by multiply-imputed synthetic values …
Persistent link: https://www.econbiz.de/10005619428
Saved in:
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