There is strong evidence indicating that the existing measures which are designed to detect a single high leverage collinearity-reducing observation are not effective in the presence of multiple high leverage collinearity-reducing observations. In this paper, we propose a cutoff point for a newly developed high leverage collinearity-influential measure δ D i and two existing measures δi and li ...

In this report, we propose a robust mixture of regression based on t-distribution by extending the mixture of t-distributions proposed by Peel and McLachlan (2000) to the regression setting. This new mixture of regression model is robust to outliers in y direction but not robust to the outliers with high leverage points. In order to combat this, we also propose a modified version of the propose...

Approved for public release; distribution is unlimited. ACKNOWLEDGMENTS These studies were conducted with the assistance and cooperation of the Fifth Marine Regiment, Camp Pendleton, CA. We would like to thank Colonel Brooks, Commanding Officer of Fifth Marines, and Major Turner (his S-3), for their unselfish dedication of time and effort in facilitating access to the officers and staff noncomm...

In recent years, compressive sensing (CS) has attracted significant attention in parameter estimation tasks, including frequency estimation, time delay estimation, and localization. In order to use CS in parameter estimation, parametric dictionaries (PDs) collect observations for a sampling of the parameter space and yield sparse representations for signals of interest when the sampling is suff...

The research aims to examine the effect of transfer pricing, leverage, profitability on tax avoidance. sample in this study was selected using purposive sampling and obtained 140 samples companies listed Indonesia Stock Exchange 2014- 2019 that met criteria. result hypothesis testing with multiple linear regression analysis SPSS 23 application show pricing has not leverage a significant effext ...

the purpose of this paper is a study on the effect of cash flows on the gap between actual and optimal financial leverage ratio companies listed in tehran stock exchange. in this regard, we try to help with advanced econometric techniques such as partial adjustment model on panel data and generalized method of moments to achieve a reasonable estimate of the impacts.in this paper, were analyzed ...