Search Results - subject:"multiple imputation"

Estimating the impact of alternative multiple imputation methods on longitudinal wealth data : conference paper

Westermeier, Christian; Grabka, Markus M. - 2014

undesired properties, multiple imputation remains as a measure to handle this problem. In a longitudinal study, where for some … missing not at random (MNAR) mechanisms. We test the performance of multiple imputation using chained equations (MICE), an …

Persistent link: https://www.econbiz.de/10010483239

Imputation methods and approaches : an analysis of protein sources in the Mexican diet

Lopez, Jose Antonio - In: International journal of food and agricultural … 2 (2014) 2, pp. 29-48

Persistent link: https://www.econbiz.de/10011290248

Multiple imputation in a complex household survey - the German Panel on Household Finances (PHF): challenges and solutions

Eisele, Martin; Zhu, Junyi - 2013

In this paper, we present a case study of the imputation in a complex household survey - the first wave of the German Panel on Household Finances (PHF). A household wealth survey has to be built on a questionnaire with rather complex logical structure mainly because the probes of many wealth...

Persistent link: https://www.econbiz.de/10010378326

The effect of institutional quality on national wealth: An examination using multiple imputation method

Yang, Jue; Managi, Shunsuke; Sato, Masayuki - Volkswirtschaftliche Fakultät, … - 2013

theoretically considerable variables in a multiple imputation framework. A panel dataset is constructed that covers approximately …

Persistent link: https://www.econbiz.de/10011107803

Multiple imputation in a complex household survey - the German Panel on Household Finances (PHF): challenges and solutions

Martin, Eisele; Zhu, Junyi - Volkswirtschaftliche Fakultät, … - 2013

Persistent link: https://www.econbiz.de/10011108812

Implications of Survey Sampling Design for Missing Data Imputation

Gedikoglu, Haluk; Parcell, Joseph - Agricultural and Applied Economics Association - AAEA - 2013

Previous studies that analyzed multiple imputation using survey data did not take into account the survey sampling … multivariate multiple imputation method. The results of the current study show that multiple imputation methods result in lower … for all regression coefficients are found to be higher for multiple imputation with taking into account the survey …

Persistent link: https://www.econbiz.de/10010880906

Multiple imputation in a complex household survey - the German Panel on Household Finances (PHF): challenges and solutions

Eisele, Martin; Zhu, Junyi - Deutsche Zentralbibliothek für … - 2013

Persistent link: https://www.econbiz.de/10010957802

統計的マッチングにおける推定精度とキー変数選択の効果−−法人企業統計調査ミクロデータを対象として−−

栗原, 由紀子 - Institute of Economic Research, Hitotsubashi University - 2013

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Persistent link: https://www.econbiz.de/10011014424

The Eurosystem Household Finance and Consumption Survey - Methodological report

2013

This report summarises the methodologies used in the first wave of the Eurosystem Household Finance and Consumption Survey, which provides household-level data collected in a harmonised way in 15 euro area countries for a sample of more than 62,000 households. The report presents the...

Persistent link: https://www.econbiz.de/10011606335

A decomposition analysis of the relationship between parental income and multiple child outcomes

Washbrook, Elizabeth; Gregg, Paul; Propper, Carol - Centre for Market and Public Organisation (CMPO), … - 2013

This paper explores the relationship between family income and six child developmental outcomes in mid-childhood. The outcomes span development in cognitive, emotional, behaviour and health domains. We examine the income gradients in a consistent manner that allows comparison across outcomes and...

Persistent link: https://www.econbiz.de/10010743438