References
- Belsley DA, Kuh E, Welsch RE. Regression diagnostics, identifying influential data and sources of collinearity. New York: Wiley; 1980.
- Cook RD, Weisberg S. Residuals and influence in regression. New York: Chapman & Hall; 1982.
- Atkinson AC. Plots, transformations and regression. Oxford: Clean-don Press; 1985.
- Chatterjee S, Hadi AS. Sensitivity analysis in linear regression. New York: John Wiley & Sons; 1988.
- Ullah MA, Pasha GR. The origin and developments of influence measures in regression. Pak J Statist. 2009;25:295–307.
- Pena D. A new statistic for influence in linear regression. Technometrics. 2005;47:1–12. doi: 10.1198/004017004000000662
- Jahufer A, Jianbao C. Assessing global influential observations in modified ridge regression. Statist Probab Lett. 2009;79:513–518. doi: 10.1016/j.spl.2008.09.019
- Amanullah M, Pasha GR, Aslam M. Local influence diagnostics in the modified ridge regression. Commun Statist Theory Methods. 2013;42:1851–1869. doi: 10.1080/03610926.2011.597920
- Swindel BF. Good ridge estimators based on prior information. Commun Statist Theory Methods. 1976;5:1065–1075. doi: 10.1080/03610927608827423
- Walker E, Birch JB. Influence measures in ridge regression. Technometrics. 1988;30:221–227. doi: 10.1080/00401706.1988.10488370
- Shi L, Wang X. Local influence in ridge regression. Comput Statist Data Anal. 1999;31:341–353. doi: 10.1016/S0167-9473(99)00019-5
- Hoerl AE, Kennard RW. Ridge regression: biased estimation for non-orthogonal problems. Technometrics. 1970;12:55–67. doi: 10.1080/00401706.1970.10488634
- Hoerl AE, Kennard RW. Ridge regression: applications to nonorthogonal problems. Technometrics. 1970;12:69–82. doi: 10.1080/00401706.1970.10488635
- Kejian L. A new class of blased estimate in linear regression. Commun Statist Theory Methods. 1993;22:393–402. doi: 10.1080/03610929308831027
- Amanullah M, Pasha GR, Aslam M. Assessing influence on the Liu estimates in linear regression models. Commun Statist Theory Methods. 2013;42:2400–2416.
- Emami H, Emami M. New influence diagnostics in ridge regression. J Appl Statist. 2016;43:476–489. doi: 10.1080/02664763.2015.1070804
- Stein C. Inadmissibility of usual estimator for the mean of a multivariate Normal distribution. Proceedings of the Third Berkeley Symposium on Mathematical Statistics and Probability. Berkeley: University of California Press; 1956. p. 197–206.
- Aslam M. Performance of Kibria’s method for the heteroscedastic ridge regression model: some Monte Carlo evidence. Commun Statist Simul Comput. 2014;43:673–686. doi: 10.1080/03610918.2012.712185
- Kibria BMG. Performance of some new ridge regression estimators. Commun Statist Simul Comput. 2003;32:419–435. doi: 10.1081/SAC-120017499
- Liu K. Using Liu-type estimator to combat collinearity. Commun Statist Theory Methods. 2003;32:1009–1020. doi: 10.1081/STA-120019959
- Longley JW. An appraisal of least squares programs for the electronic computer from the point of view of the user. J Amer Statist Assoc. 1967;62:819–841. doi: 10.1080/01621459.1967.10500896
- Cook RD. Detection of influential observations in linear regression. Technometrics. 1977;19:15–18.