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Analyzing Incomplete Political Science Data:An Alternative Algorithm for Multiple Imputation
Analyzing Incomplete Political Science Data Alternative Algorithm Multiple Imputation
2015/6/5
We propose a remedy for the discrepancy between the way political scientists analyze data with missing values and the recommendations of the statistics community. Methodologists and statisticians agre...
Bayesian Finite Population Imputation for Data Fusion
Confi dentiality disclosure matching multiple sharing synthetic
2014/3/20
In data fusion, data owners seek to combine datasets with disjoint observations and distinct variables to estimate relationships among the variables. One approach is to concatenate the files, sp...
The income and wealth imputation for the HILDA Survey was implemented using a
nearest neighbour regression method. A regression model for the variable of interest
was used to identify a record wit...
The Household, Income and Labour Dynamics in Australia (HILDA) Survey: Weighting and Imputation
The Household Income and Labour Dynamics Australia (HILDA) Survey
2009/11/4
The HILDA Survey aims to collect data from a representative sample of Australian
households and residents. However no survey can ensure that this collection process is
perfect and this is especial...
Towards an Imputation Strategy for Wave 1 of the HILDA Survey
an Imputation Strategy Wave 1 the HILDA Survey
2009/11/4
This paper discusses various issues surrounding the use of imputation in the
Household, Income and Labour Dynamics in Australia (HILDA) Survey and seeks a
way towards an imputation strategy. While...
Evaluation of Alternative Income Imputation Methods for the HILDA Survey
Alternative Income Imputation Methods the HILDA Survey
2009/11/4
All large-scale surveys, including longitudinal surveys, have non-response and various weighting and imputation strategies are employed to address this problem. There are three types of non-response i...
The impact of income imputation in the Consumer Expenditure Survey
income imputation Consumer Expenditure Survey
2009/9/17
With the release of 2004 data from the Consumer Expenditure Survey, the Bureau of Labor Statistics began implementing imputation for missing responses to questions about income;
imputation has brough...
The impact of income imputation in the Consumer Expenditure Survey
income imputation Consumer Expenditure Survey
2010/3/4
The impact of income imputation in the Consumer Expenditure Survey。
Income imputation and the analysis of consumer expenditure data
Income imputation consumer expenditure data
2009/3/24
The Consumer Expenditure (CE) Survey now provides imputed income data from 2004 forward for households that fail to report a specific income value. This study examines how income imputation affects an...