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Nagar approximation 2 OLS bias 2 bias correction 2 finite sample moments 2 and the estimated bias is small and statistically insignificant 1 but has a higher MSE. A hypothesis test is given for the presence of this bias. The techniques are applied to survey data on food expenditure 1 but not always. In simulations 1 jackknife and pairs bootstrap methods are equal to Op(n-3/2). Sometimes they are effective at lowering bias and MSE 1 pairs bootstrap 1 pairs bootstrap The O(n-1) bias and O(n-2) MSE of OLS are derived for iid samples. An approach is suggested for handling nonexistent finite sample moments. Bias corrections based on plug-in 1 the bootstrap correction removes more bias than the others 1 weighting 1
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Online availability
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Free 2
Type of publication
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Book / Working Paper 2
Language
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English 2
Author
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Magee, Lonnie 2
Institution
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Department of Economics, McMaster University 2
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Quantitative Studies in Economics and Population Research Reports 1 Social and Economic Dimensions of an Aging Population Research Papers 1
Source
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RePEc 2
Showing 1 - 2 of 2
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Ordinary Least Squares Bias and Bias Corrections for iid Samples
Magee, Lonnie - Department of Economics, McMaster University - 2007
The O(n-1) bias and O(n-2) MSE of OLS are derived for iid samples. An approach is suggested for handling nonexistent finite sample moments. Bias corrections based on plug-in, weighting, jackknife and pairs bootstrap methods are equal to Op(n-3/2). Sometimes they are effective at lowering bias...
Persistent link: https://www.econbiz.de/10005181076
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Ordinary Least Squares Bias and Bias Corrections for <em>iid</em> Samples
Magee, Lonnie - Department of Economics, McMaster University - 2007
insignificant. Key words: OLS bias; finite sample moments; Nagar approximation; bias correction; pairs bootstrap JEL …
Persistent link: https://www.econbiz.de/10005181112
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