A new kind of stochastic restricted biased estimator for logistic regression model
Sign Up to like & getrecommendations! 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
Stochastic Restricted Liu Type estimator for SUR model
Sign Up to like & getrecommendations! Published in 2018 at "Pakistan Journal of Statistics and Operation Research"
DOI: 10.18187/pjsor.v14i4.2302
Abstract: In this paper, we introduce new Stochastic Restricted Estimator for SUR model, defined by Stochastic Restricted Liu Type SUR estimator (SRLTSE) . The propose estimator has deal with multicollinearity in SUR model if there is… read more here.
Keywords: estimator; stochastic restricted; restricted liu; sur model ... See more keywords