Home

ISRT, University of Dhaka

Institute of Statistical Research and Training

Site Navigation

  • JSR
    • All Articles
    • Articles by Vol. No. Year
  • Training
  • Publications
    • MS Theses
  • Seminar
  • People
    • Alumni
    • All Faculty
    • Professor
    • Associate Professor
    • Assistant Professor
    • Lecturer
    • Supernumerary Professor
    • Former Faculty
    • Former Directors
Home
    • Home
    • News
    • Contact

Quick Links

Webmail Login
Students' Support Forum

Navigation

  • Create content
    • Alumni Profile

Properties of some new preliminary test Liu estimators and comparisons with the usual preliminary test estimators

 

G. Yuksel and F. Akdeniz  (2001).  Properties of some new preliminary test Liu estimators and comparisons with the usual preliminary test estimators. Journal of Statistical Research, Vol. 35, No. 2, pp.  45-56.

 

Abstract

This paper deals with the standard multiple regression model $(Y, X\beta,\sigma^2I)$ under multicollinearity situation. We introduce a new biased estimator for $\beta$ and discuss its properties in some detail. This new estimator combines the idea of preliminary test and characteristics of the new biased estimator introduced by Liu (1993). So the unrestricted Liu estimator (URLE), restricted Liu estimator (RLE) and finally the preliminary test Liu estimator (PTLE) are considered. The bias, variance-covariance matrix and mean square error (mse) of the new estimator is derived and compared with the usual preliminary test estimator (PTE).

 

Fulltext PDF not available for this article.

 

Information for

Prospective Students
Visitors
Parents or Guardians

Resources

List of Bangladeshi Universities
Statistics Departments (by country)
Statistical Journals

© 1999-2009, ISRT, University of Dhaka, Bangladesh
Site established: 22 June 1999