JOURNAL ARTICLE

Performance of some robust improved Kibria-Lukman M-estimators for linear regression model in presence of multicollinearity and outliers

Danish WasimSyed Muhammad SuhailB. M. Golam KibriaMaha ShabbirShah Nawaz

Year: 2026 Journal:   Communications in Statistics - Simulation and Computation Pages: 1-21   Publisher: Taylor & Francis
Keywords:
Multicollinearity Outlier Linear regression Robust regression Regression analysis Linear model Variance inflation factor

Metrics

0
Cited By
0.00
FWCI (Field Weighted Citation Impact)
18
Refs
0.83
Citation Normalized Percentile
Is in top 1%
Is in top 10%

Topics

Advanced Statistical Methods and Models
Physical Sciences →  Mathematics →  Statistics and Probability
Survey Sampling and Estimation Techniques
Physical Sciences →  Mathematics →  Statistics and Probability
Statistical Distribution Estimation and Applications
Physical Sciences →  Mathematics →  Statistics and Probability
© 2026 ScienceGate Book Chapters — All rights reserved.