Articles with "restricted biased" as a keyword



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A new kind of stochastic restricted biased estimator for logistic regression model

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Published in 2020 at "Journal of Applied Statistics"

DOI: 10.1080/02664763.2020.1769576

Abstract: In the logistic regression model, the variance of the maximum likelihood estimator is inflated and unstable when the multicollinearity exists in the data. There are several methods available in literature to overcome this problem. We… read more here.

Keywords: logistic regression; estimator; biased estimator; regression model ... See more keywords