Advanced search
Publication Cover
Journal of Applied Statistics Volume 29, 2002 - Issue 8
Submit an article Journal homepage
72
Views
11
CrossRef citations to date
0
Altmetric
Original Articles

Influence diagnostics for the structural errors-in-variables model under the Student-t distribution

Manuel Galea
,
Heleno Bolfarine
&
Filidor Vilcalabra
Pages 1191-1204 | Published online: 02 Aug 2010

  • ABDULLAH , M. B. 1995 . Detection of influential observations in functional errors-in-variables model . Communications in Statistics: Theory and Method , 24 : 1585 – 1595 .
  • BERKANE , M. , KANO , Y. and BENTLER , P. M. 1994 . Pseudo maximum likelihood estimation in elliptical theory: effects of misspecification . Computational Statistics and Data Analysis , 18 : 255 – 267 .
  • BOLFARINE , H. and ARELLANO-VALLE , R. B. 1994 . Robust modeling in measurement error models using the Student-t distributions . Brazilian Journal of Probability and Statistics , 8 : 67 – 84 .
  • BOLFARINE , H. and GALEA-ROJAS , M. 1996 . One structural comparative calibration under a t-models . Computational Statistics , 11 : 63 – 85 .
  • CHATTERJEE , S. and HADI , A. S. 1988 . Sensitivity Analysis in Linear Regression , New York : Wiley .
  • COOK , R. D. 1986 . Assessment of local influence . Journal of the Royal Statistical SocietyB , 48 : 133 – 169 .
  • COOK , R. D. and WEISBERG , S. 1982 . Residuals and Influence in Regression , London : Chapman and Hall .
  • ESCOBAR , L. and MEEKER , W. 1992 . Assessing influence in regression analysis with censored data . Biometrics , 48 : 507 – 528 .
  • FERNANDEZ , C and STEEL , M. 1999 . Multivariate Student-t regression models: pitfalls and inference . Biometrika , 86 : 156 – 167 .
  • FULLER , W. A. 1987 . Measurement Error Models , New York : Wiley .
  • GALEA , M. , PAULA , G. A. and BOLFARINE , H. 1997 . Local influence in elliptical linear regression models . The Statistician , 46 : 71 – 79 .
  • KIMS , M. G. 2000 . Outliers and influential observations in the structural errors-in-variables model . Journal of Applied Statistics , 24 : 461 – 473 .
  • KELLY , G. 1984 . The influence function in the errors-in-variables problem . The Annals of Statistics , 12 : 87 – 100 .
  • LANGE , K. L. , LITTLE , R. J. and TAYLOR , J. 1989 . Robust statistical modelling using the t-distribution . Journal of the American Statistical Association , 84 : 881 – 896 .
  • LEE , A. H. and ZHAO , Y. 1996 . Assessing local influence in measurement error models . Biometrical Journal , 38 (7) : 829 – 841 .
  • VERBEKE , G and MOLENBERGHS , G. 2000 . Linear Mixed Models for Longitudinal Data , New York : Springer .
  • WELLMAN , M. J. and GUNST , R. P. 1991 . Influence diagnostics for linear measurement error models . Biometrika , 78 : 373 – 380 .

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:

Order Reprints Request Corporate Permissions

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:

Request Academic Permissions

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.

Related research

People also read lists articles that other readers of this article have read.

Recommended articles lists articles that we recommend and is powered by our AI driven recommendation engine.

Cited by lists all citing articles based on Crossref citations.
Articles with the Crossref icon will open in a new tab.