This is the program for the 2010 Joint Statistical Meetings in Vancouver, British Columbia.
Abstract Details
Activity Number:
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358
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Type:
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Contributed
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Date/Time:
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Tuesday, August 3, 2010 : 10:30 AM to 12:20 PM
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Sponsor:
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Section on Survey Research Methods
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Abstract - #307602 |
Title:
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Effect of Benchmark Cells Collapse Patterns on the National Compensation Survey Earnings Estimates
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Author(s):
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Dee Zamora*+ and Jonathan Lisic and Chester Ponikowski
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Companies:
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Bureau of Labor Statistics and National Agricultural Statistics Service and Bureau of Labor Statistics
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Address:
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2 Massachusetts Avenue, NE, Washington, DC, 20212,
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Keywords:
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bias ;
variance ;
weighting cells
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Abstract:
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Benchmarking is used often in establishment surveys to adjust sample weights to match the current distribution of population of interest. In the National Compensation Survey, the weight of each establishment in the sample is adjusted to match the distribution of current employment by industry from the Quarterly Census of Employment and Wages program. The process involves calculating a benchmark factor for each cell and multiplying the establishment weight by the calculated factor. In cases where there are fewer than three responding sample establishments or the factor is larger than 4.00, two or more cells are collapsed. The question is which cells should be collapsed so that the effect on the mean square error is minimized. This paper presents the current collapse pattern and several other collapse patterns and evaluates their impact on mean square error of earnings estimates.
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