173
Views
10
CrossRef citations to date
0
Altmetric
Original Articles

Performance of Some Weighted Liu Estimators for Logit Regression Model: An Application to Swedish Accident Data

, &
Pages 363-375 | Received 30 Jan 2012, Accepted 29 Oct 2012, Published online: 13 Dec 2014

References

  • Alheety, M.I., Kibria, B.M. G. (2009). On the Liu and almost unbiased Liu estimators in the presence of multicollinearity with heteroscedastic or correlated errors. Surv. Math. Appl. 4:155–167.
  • Hoerl, A.E., Kennard, R.W. (1970). Ridge regression: biased estimation for non-orthogonal problems. Technometrics 12:55–67.
  • Kaciranlar, S. (2003). Liu estimator in the general linear regression model. J. Appl. Stat. Sci. 13:229–234.
  • Khalaf, G., Shukur, G. (2005). Choosing ridge parameter for regression problems. Commun. Stat. Theory Methods 34(5):1177–1182.
  • Kibria, B.M. G. (2003). Performance of some new ridge regression estimators. Commun. Stat. Theory Methods 32:419–435.
  • Liu, K. (1993). A new class of biased estimate in linear regression. Commun. Stat. Theory Methods 22:393–402.
  • Månsson, K., Kibria, B.M. G., Shukur, G. (2012). On Liu estimators for the logit regression model. Econ. Modell. 29:1483–1488.
  • Muniz, G., Kibria, B.M. G. (2009). On some ridge regression estimators: an empirical comparisons. Commun. Stat. Simul. Comput. 38:621–630.
  • Peduzzi, P., Concato, J., Kemper, E., Holford, T.R.R. Feinstein, A.R. (1996). A simulation study of the number of events per variable in logistic regression analysis. J. Clin. Epidemiol. 49:1373–1379.
  • Saleh, A.K. Md. E., Kibria, B.M. G. (1993). Performances of some new preliminary test ridge regression estimators and their properties. Commun. Stat. Theory Methods 22:2747–2764.
  • Wichern, D.W., Churchill, G.A. (1978). A comparison of ridge estimators. Technometrics 20:301–311.

Reprints and Corporate Permissions

Please note: Selecting permissions does not provide access to the full text of the article, please see our help page How do I view content?

To request a reprint or corporate permissions for this article, please click on the relevant link below:

Academic Permissions

Please note: Selecting permissions does not provide access to the full text of the article, please see our help page How do I view content?

Obtain permissions instantly via Rightslink by clicking on the button below:

If you are unable to obtain permissions via Rightslink, please complete and submit this Permissions form. For more information, please visit our Permissions help page.