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Measurement error in imputation procedures
Campos, Rodolfo G.; Reggio, Iliana - Banco de España - 2013
We study how estimators used to impute consumption in survey data are inconsistent due to measurement error in … consumption. Previous research suggests instrumenting consumption to overcome this problem. We show that, if additional regressors … are present, then instrumenting consumption may still produce inconsistent estimators due to the likely correlation …
Persistent link: https://www.econbiz.de/10010862276
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Measurement error and imputation of consumption in survey data
Campos, Rodolfo G.; Reggio, Ilina - Departamento de Economía, Universidad Carlos III de Madrid - 2012
We study how estimators used to impute consumption in survey data are inconsistent due to measurement error in … consumption. Previous research suggests instrumenting consumption to overcome this problem. We show that, if additional regressors … are present in the estimation, then instrumenting consumption may still produce inconsistent estimators. This …
Persistent link: https://www.econbiz.de/10010861840
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Measurement error in imputation procedures
Campos, Rodolfo G.; Reggio, Iliana - 2013
imputan datos de consumo desde CEX a PSID ; We study how estimators used to impute consumption in survey data are inconsistent … due to measurement error in consumption. Previous research suggests instrumenting consumption to overcome this problem. We … show that, if additional regressors are present, then instrumenting consumption may still produce inconsistent estimators …
Persistent link: https://www.econbiz.de/10012530432
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Measurement error in imputation procedures
Campos, Rodolfo G.; Reggio, Iliana - In: Economics letters 122 (2014) 2, pp. 197-202
Persistent link: https://www.econbiz.de/10010395190
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Measurement Error in Imputation Procedures
Campos, Rodolfo G. - 2013
We study how estimators used to impute consumption in survey data are inconsistent due to measurement error in … consumption. Previous research suggests instrumenting consumption to overcome this problem. We show that, if additional regressors … are present, then instrumenting consumption may still produce inconsistent estimators due to the likely correlation …
Persistent link: https://www.econbiz.de/10013071391
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The consequences of measurement error when estimating the impact of obesity on income
O'Neill, Donal; Sweetman, Olive B. - In: IZA Journal of Labor Economics 2 (2013), pp. 1-20
This paper examines the consequences of using self-reported measures of BMI when estimating the effect of BMI on income for women using both Irish and US data. We find that self-reported BMI is subject to substantial measurement error and that this error deviates from classical measurement...
Persistent link: https://www.econbiz.de/10009764388
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Regression with an imputed dependent variable
Crossley, Thomas; Levell, Peter; Poupakis, Stavros - 2019
Researchers are often interested in the relationship between two variables, with no single data set containing both. A common strategy is to use proxies for the dependent variable that are common to two surveys to impute the dependent variable into the data set containing the independent...
Persistent link: https://www.econbiz.de/10012265314
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Regression with an imputed dependent variable
Crossley, Thomas; Levell, Peter; Poupakis, Stavros - 2020
Researchers are often interested in the relationship between two variables, with no single data set containing both. A common strategy is to use proxies for the dependent variable that are common to two surveys to impute the dependent variable into the data set containing the independent...
Persistent link: https://www.econbiz.de/10012265355
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Regression with an imputed dependent variable
Crossley, Thomas F.; Levell, Peter; Poupakis, Stavros - 2019
Researchers are often interested in the relationship between two variables, with no single data set containing both. A common strategy is to use proxies for the dependent variable that are common to two surveys to impute the dependent variable into the data set containing the independent...
Persistent link: https://www.econbiz.de/10012388798
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Regression with an imputed dependent variable
Crossley, Thomas F.; Levell, Peter; Poupakis, Stavros - 2020
Researchers are often interested in the relationship between two variables, with no single data set containing both. A common strategy is to use proxies for the dependent variable that are common to two surveys to impute the dependent variable into the data set containing the independent...
Persistent link: https://www.econbiz.de/10012253297