Browse > Article
http://dx.doi.org/10.5351/CKSS.2003.10.2.519

Detection of Outliers in Constrained Regression  

Kim, Myung-Geun (Department of Applied Statistics, Seowon University)
Publication Information
Communications for Statistical Applications and Methods / v.10, no.2, 2003 , pp. 519-524 More about this Journal
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;
Citations & Related Records
연도 인용수 순위
  • Reference
1 /
[ Cook,R.D.;Weisberg,S. ] / Residuals and Influence in Regression
2 /
[ Neter,J.;Kutner,M.H.;Nachtsheim,C.J.;Wasserman,W. ] / Applied Linear regression Models(3rd ed.)
3 /
[ Barnett,V.;Lewis,T. ] / Outliers in Statistical Data(3rd ed.)
4 Regression diagnostics using local influence : a review /
[ Rancel,M.M.S.;Sierra,M.A.G. ] / Communications in Statistics: Theory and Methods   DOI   ScienceOn
5 /
[ Chatterji,S.;Hadi,A.S. ] / Sensitivity Analysis in Linear Regression
6 /
[ Seber.G.A.F. ] / Linear Regression Analysis
7 Assessment of local influence (with discussions) /
[ Cook,R.D. ] / Journal of the Royal Statistical Society, Series B