A Maximum Likelihood Approach to Least Absolute Deviation Regression

• 29 September 2004
• journal article
• research article
• Published by Springer Nature in EURASIP Journal on Advances in Signal Processing
• Vol. 2004  (12) , 948982-1769
• https://doi.org/10.1155/s1110865704401139

Abstract

Keywords

• CONVERGENCE SPEED
• LAD REGRESSION PROBLEM
• WEIGHTED MEDIAN
• DIRECT DESCENT ALGORITHM
• ABSOLUTE DEVIATION REGRESSION
• EXISTING LAD METHOD
• HARDWARE IMPLEMENTATION
• WEIGHTED MEDIAN OPERATION
• NEW ALGORITHM
• MAXIMUM LIKELIHOOD APPROACH
• IMPLEMENTATION COMPLEXITY
• TOP ALGORITHM
• LINEAR REGRESSION
• MAXIMUM LIKELIHOOD ESTIMATION
• MAXIMUM LIKELIHOOD
• LEAST ABSOLUTE DEVIATION