Performance of robust wild bootstrap estimation of linear model in the presence of outlier and heteroscedasticity errors

• Main Authors: Rasheed, Abdulkadir Bello, Adnan, Robiah, Saffari, Seyed Ehsan, Pati, Kafi Dano
• Format: Conference or Workshop Item
• Language: English
• Published: 2015
• Subjects: QA Mathematics
• Online Access: http://eprints.utm.my/id/eprint/60371/1/RAdnan2015_PerformanceofRobustWildBootstrapEstimation.pdf; http://eprints.utm.my/id/eprint/60371/; http://dx.doi.org/10.1063/1.4954632
• Institution: Universiti Teknologi Malaysia

The regression model estimator is considered efficient if it is robust and resistant to the presence of heteroscedasticity variance, multicollinearity or unusual observations called outliers. However, in regard to these problems, the wild bootstrap and robust wild bootstrap are no longer efficient s...