JOURNAL BROWSE
Search
Advanced SearchSearch Tips
Detection of Outliers in Constrained Regression
facebook(new window)  Pirnt(new window) E-mail(new window) Excel Download
 Title & Authors
Detection of Outliers in Constrained Regression
Kim, Myung-Geun;
  PDF(new window)
 Abstract
We suggest a method of identifying outliers, using local influence, in regression when linear constraints are imposed on the regression coefficients. An example is given for illustration.
 Keywords
Linear constraints;local influence;regression;outliers;
 Language
English
 Cited by
1.
Influence Analysis of Constrained Regression Models,;

Communications for Statistical Applications and Methods, 2007. vol.14. 2, pp.281-286 crossref(new window)
 References
1.
Outliers in Statistical Data(3rd ed.), 1994.

2.
Sensitivity Analysis in Linear Regression, 1988.

3.
Journal of the Royal Statistical Society, Series B, 1986. vol.48. pp.133-169

4.
Residuals and Influence in Regression, 1982.

5.
Applied Linear regression Models(3rd ed.), 1996.

6.
Communications in Statistics: Theory and Methods, 2001. vol.30. pp.799-813 crossref(new window)

7.
Linear Regression Analysis, 1977.