Parametric Frailty Analysis in Presence of Collinearity: An Application to Assessment of Infant Mortality
This paper analyzes the time to event data in the presence of collinearity. To address collinearity, the ridge regression estimator was applied in multiple and logistic regression as an alternative to the maximum likelihood estimator (MLE), among others. It has a smaller mean square error (MSE) and...
Main Authors: | Olayan Albalawi, Anu Sirohi, Piyush Kant Rai, Ayed R. A. Alanzi |
---|---|
Format: | Article |
Language: | English |
Published: |
MDPI AG
2022-06-01
|
Series: | Mathematics |
Subjects: | |
Online Access: | https://www.mdpi.com/2227-7390/10/13/2255 |
Similar Items
-
Biased proportional hazard regression estimator in the existence of collinearity
by: Anu Sirohi, et al.
Published: (2023-11-01) -
Disappearance of Temporal Collinearity in Vertebrates and Its Eventual Reappearance
by: Spyros Papageorgiou
Published: (2021-10-01) -
Physical Laws Shape Up HOX Gene Collinearity
by: Spyros Papageorgiou
Published: (2021-05-01) -
Analysis of the Spatial Properties of Correlated Photon in Collinear Phase-Matching
by: Lin Yin, et al.
Published: (2021-01-01) -
Androgenic-anabolic steroids use among bodybuilders in western Iran: application of ridge logistic regression model
by: Sanaz Khalili, et al.
Published: (2023-01-01)