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Effectiveness of data correction rules in process-produced data : the case of educational attainment
Kruppe, Thomas; Matthes, Britta; Unger, Stefanie - 2014
The use of process-produced data plays a large and growing role in empirical labor market research. To address data problems, previous research have developed deductive correction rules that make use of within-person information. We test data reliability and the effectiveness of different...
Persistent link: https://www.econbiz.de/10010401768
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Errors in survey reporting and imputation and their effects on estimates of food stamp program participation
Meyer, Bruce D.; Mittag, Nikolas; Goerge, Robert - 2018
reasons for these errors including imputation, an important source of error. Both false negative and false positive reports …
Persistent link: https://www.econbiz.de/10011904135
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Regression with an imputed dependent variable
Crossley, Thomas F.; Levell, Peter; Poupakis, Stavros - In: Journal of applied econometrics 37 (2022) 7, pp. 1277-1294
Persistent link: https://www.econbiz.de/10013473966
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Errors in Survey Reporting and Imputation and Their Effects on Estimates of Food Stamp Program Participation
Meyer, Bruce D.; Mittag, Nikolas; Goerge, Robert M. - 2018
reasons for these errors including imputation, an important source of error. Both false negative and false positive reports …
Persistent link: https://www.econbiz.de/10011931741
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Match bias from earnings imputation in the current population survey: the case of imperfect matching
Bollinger, Christopher R.; Hirsch, Barry T. - 2005
This paper examines alternative forms of match bias arising from earnings imputation. Wage equation parameters are … imputation match criteria (e.g., union status) are severely biased. Related forms of match bias arise with respect to attributes …
Persistent link: https://www.econbiz.de/10010267423
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Regression with an imputed dependent variable
Crossley, Thomas; Levell, Peter; Poupakis, Stavros - 2019
-based imputation procedures lead to inconsistent estimates. We offer an easily-implemented correction and correct asymptotic standard …
Persistent link: https://www.econbiz.de/10012265314
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Regression with an imputed dependent variable
Crossley, Thomas; Levell, Peter; Poupakis, Stavros - 2020
-based imputation procedures lead to inconsistent estimates. We offer an easily-implemented correction and correct asymptotic standard …
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
-based imputation procedures lead to inconsistent estimates. We offer an easily-implemented correction and correct asymptotic standard …
Persistent link: https://www.econbiz.de/10012388798
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Effectiveness of data correction rules in process-produced data: The case of educational attainment
Kruppe, Thomas; Matthes, Britta; Unger, Stefanie - 2014
The use of process-produced data plays a large and growing role in empirical labor market research. To address data problems, previous research have developed deductive correction rules that make use of within-person information. We test data reliability and the effectiveness of different...
Persistent link: https://www.econbiz.de/10010420673
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Errors in Reporting and Imputation of Government Benefits and Their Implications
Celhay, Pablo; Meyer, Bruce D.; Mittag, Nikolas - 2021
. Estimated effects of income and race are noticeably biased. We then examine error due to item non-response and imputation, as … well as whether imputation improves estimates. Item non-respondents have higher receipt rates than the population, even …
Persistent link: https://www.econbiz.de/10012597542