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The analysis of marked and weighted empirical processes of estimated residuals

Abstract:

An extended and improved theory is presented for marked and weighted empirical processes of residuals of time series regressions. The theory is motivated by 1-step Huber-skip estimators, where a set of good observations are selected using an initial estimator and an updated estimator is found by applying least squares to the selected observations. In this case, the weights and marks represent powers of the regressors and the regression errors, respectively. The inclusion of marks is a non-tri...

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Publication status:
Published

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Publisher:
University of Oxford Publisher's website
Series:
Department of Economics Discussion Paper Series
Publication date:
2019-05-06
Paper number:
870
Keywords:
Pubs id:
1003076
Local pid:
pubs:1003076
Deposit date:
2020-12-14

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