Robust bootstrap methods in logistic regression model
Bootstrapping is rapidly becoming a popular alternative tool to estimate coefficients and standard errors for logistic regression model. It is now evident that the presence of high leverage points give adverse effect on the classical bootstrap (CB) estimates as its highly dependent on the classical...
Main Authors: | Ariffin, Syaiba Balqish, Midi, Habshah |
---|---|
Format: | Conference or Workshop Item |
Language: | English |
Published: |
IEEE
2012
|
Online Access: | http://psasir.upm.edu.my/id/eprint/27631/1/ID%2027631.pdf |
Similar Items
-
Robust bootstrap procedure for estimation of binary logistic regression model in the presence of high leverage points with medical applications
by: Ariffin, Syaiba Balqish, et al.
Published: (2021) -
Weighted high leverage collinear robust ridge estimator in logistic regression model
by: Ariffin, Syaiba Balqish, et al.
Published: (2018) -
Robust logistic diagnostic for the identification of high leverage points in logistic regression model
by: Ariffin @ Mat Zin, Syaiba Balqish, et al.
Published: (2010) -
The performance of classical and robust logistic regression
estimators in the presence of outliers
by: Midi, Habshah, et al.
Published: (2012) -
Robust Diagnostics In Logistic Regression Model
by: Ariffin @ Mat Zin, Syaiba Balqish
Published: (2010)