Muhammad Aslam

20 papers Journal 20
YearRankTypeTitle / Venue / Authors
2025 J jnl
Adaptive partial least squares estimation addressing heteroscedasticity and multicollinearity: a Monte Carlo simulation evidence.
Commun. Stat. Simul. Comput.
Haris Khurram, Muhammad Aslam
2024 J jnl
A novel Bayesian framework to address unknown heteroscedasticity for the linear regression model.
Commun. Stat. Simul. Comput.
Saima Altaf, Fareeha Rashid, Muhammad Aslam, Sadaf Riasat
2024 J jnl
Extending the Liu estimator for the Cox proportional hazards regression model with multicollinearity.
Commun. Stat. Simul. Comput.
Sonia Ahmad, Muhammad Aslam, Shakeel Ahmad
2024 J jnl
Robust estimation of the distributed lag model with multicollinearity and outliers.
Commun. Stat. Simul. Comput.
Abdul Majid, Muhammad Aslam, Shakeel Ahmad, Saima Altaf, Saima Afzal
2023 J jnl
A robust Kibria-Lukman estimator for linear regression model to combat multicollinearity and outliers.
Concurr. Comput. Pract. Exp.
Abdul Majid, Shakeel Ahmad, Muhammad Aslam, Muhammad Kashif
2023 J jnl
An adaptive weighted least squares ratio approach for estimation of heteroscedastic linear regression model in the presence of outliers.
Commun. Stat. Simul. Comput.
Zahra Zafar, Muhammad Aslam
2023 J jnl
New quantile based ridge M-estimator for linear regression models with multicollinearity and outliers.
Commun. Stat. Simul. Comput.
Muhammad Suhail, Sohail Chand, Muhammad Aslam
2023 J jnl
New robust ridge estimators for the linear regression model with outliers.
Commun. Stat. Simul. Comput.
Abdul Majid, Muhammad Amin, Muhammad Aslam, Shakeel Ahmad
2023 J jnl
The Almon M-estimator for the distributed lag model in the presence of outliers.
Commun. Stat. Simul. Comput.
Abdul Majid, Muhammad Aslam
2022 J jnl
Another proposal about the new two-parameter estimator for linear regression model with correlated regressors.
Commun. Stat. Simul. Comput.
Shakeel Ahmad, Muhammad Aslam
2022 J jnl
Bayesian estimation of the biasing parameter for ridge regression: A novel approach.
Commun. Stat. Simul. Comput.
Fareeha Rashid, Saima Altaf, Muhammad Aslam
2022 J jnl
The modified Liu-ridge-type estimator: a new class of biased estimators to address multicollinearity.
Commun. Stat. Simul. Comput.
Muhammad Aslam, Shakeel Ahmad
2021 J jnl
Addressing the distributed lag models with heteroscedastic errors.
Commun. Stat. Simul. Comput.
Abdul Majid, Muhammad Aslam, Saima Altaf, Muhammad Amanullah
2021 J jnl
Influential diagnostics with Pena's statistic for the modified ridge regression.
Commun. Stat. Simul. Comput.
Muhammad Kashif, Muhammad Aman Ullah, Muhammad Aslam
2018 J jnl
lmridge: A Comprehensive R Package for Ridge Regression.
R J.
Muhammad Imdad Ullah, Muhammad Aslam, Saima Altaf
2017 J jnl
liureg: A Comprehensive R Package for the Liu Estimation of Linear Regression Model with Collinear Regressors.
R J.
Muhammad Imdadullah, Muhammad Aslam, Saima Altaf
2016 J jnl
mctest: An R Package for Detection of Collinearity among Regressors.
R J.
Muhammad Imdadullah, Muhammad Aslam, Saima Altaf
2014 J jnl
Performance of Kibria's Method for the Heteroscedastic Ridge Regression Model: Some Monte Carlo Evidence.
Commun. Stat. Simul. Comput.
Muhammad Aslam
2014 J jnl
Using Heteroscedasticity-Consistent Standard Errors for the Linear Regression Model with Correlated Regressors.
Commun. Stat. Simul. Comput.
Muhammad Aslam
2013 J jnl
Efficient Estimation and Robust Inference of Linear Regression Models in the Presence of Heteroscedastic Errors and High Leverage Points.
Commun. Stat. Simul. Comput.
Muhammad Aslam, Tahira Riaz, Saima Altaf