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Imputing consumption in the PSID using food demand estimates from the CEX
Blundell, Richard W.; Pistaferri, Luigi; Preston, Ian - 2004
This paper assesses the accuracy of decomposing income risk into permanent and transitory components using income and consumption data. We develop a specific approximation to the optimal consumption growth rule and use Monte Carlo evidence to show that this approximation can provide a robust...
Persistent link: https://www.econbiz.de/10010292983
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When Should We Ignore Examples with Missing Values?
Lin, Wei-Chao; Ke, Shih-Wen; Tsai, Chih-Fong - In: International Journal of Data Warehousing and Mining (IJDWM) 13 (2017) 4, pp. 53-63
between cases with deletion and imputation over different datasets with the allowed missing rates and the decision rules. The … results show that the classification performance results obtained by case deletion and imputation are similar, which …
Persistent link: https://www.econbiz.de/10012044236
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World Income Inequality Databases: An assessment of WIID and SWIID
Jenkins, Stephen P. - 2014
quality and also, in the case of SWIID, questions about its imputation model. WIID and SWIID users need to recognize this …
Persistent link: https://www.econbiz.de/10011419013
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SOEP 2010 - Preparation of data from the New SOEP consumption module: Editing, imputation, and smoothing
Marcus, Jan; Siegers, Rainer; Grabka, Markus M. - 2013
This documentation describes the data preparation of the new consumption module in the German Socio-Economic Panel Study (SOEP) and introduces the content and structure of the generated dataset hconsum. In 2010, the SOEP for the first time included a detailed consumption module in the household...
Persistent link: https://www.econbiz.de/10010324158
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Missing Income Data in the German SOEP: Incidence, Imputation and its Impact on the Income distribution
Grabka, Markus M.; Frick, Joachim R. - 2003
item-non-response and with imputation as one alternative strategy to cope with this issue. In contrast to cross …-section surveys, the imputation of missing values in panel data can profit from longitudinal information which is available for the … very same observation units from other points in time. The ?row-and-column imputation procedure? developed by Little & Su …
Persistent link: https://www.econbiz.de/10010324204
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Item non-response and imputation of annual labor income in panel surveys from a cross-national Perspective
Frick, Joachim R.; Grabka, Markus M. - 2007
, Australian HILDA) we investigate a) the selectivity of item non-response (INR) and b) the impact of imputation as a prominent … harmonization of (income) data production as well as of imputation strategies across surveys. All three panels make use of … longitudinal information in their respective imputation procedures, however, there are marked differences in the implementation …
Persistent link: https://www.econbiz.de/10010324248
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Item non-response and imputation of annual labor income in panel surveys from a cross-national perspective
Frick, Joachim R.; Grabka, Markus M. - 2007
, Australian HILDA) we investigate a) the selectivity of item non-response (INR) and b) the impact of imputation as a prominent … harmonization of (income) data production as well as of imputation strategies across surveys. All three panels make use of … longitudinal information in their respective imputation procedures, however, there are marked differences in the implementation ... …
Persistent link: https://www.econbiz.de/10010324270
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Dealing with incomplete household panel data in inequality research
Frick, Joachim R.; Grabka, Markus M.; Groh-Samberg, Olaf - 2010
) Longitudinal imputation of the missing income components. The aim of this paper is to show how the choice of technique affects …
Persistent link: https://www.econbiz.de/10010324275
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Preparation of data from the new SOEP consumption module: Editing, imputation, and smoothing
Marcus, Jan; Siegers, Rainer; Grabka, Markus M. - 2013
This documentation describes the data preparation of the new consumption module in the German Socio-Economic Panel Study (SOEP) and introduces the content and structure of the generated dataset 'hconsum'. In 2010, the SOEP for the first time included a detailed consumption module in the...
Persistent link: https://www.econbiz.de/10010324337
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Item Non-response and Imputation of Annual Labor Income in Panel Surveys from a Cross-National Perspective
Frick, Joachim R.; Grabka, Markus M. - 2007
, Australian HILDA) we investigate a) the selectivity of item non-response (INR) and b) the impact of imputation as a prominent … harmonization of (income) data production as well as of imputation strategies across surveys. All three panels make use of … longitudinal information in their respective imputation procedures, however, there are marked differences in the implementation …
Persistent link: https://www.econbiz.de/10011600695