This paper studies sparse linear regression analysis with outliers in the responses. A parameter vector for modeling outliers is added to the standard linear regression model and then the sparse ...

Linda M. Haines, The Application of the Annealing Algorithm to the Construction of Exact Optimal Designs for Linear-Regression Models, Technometrics, Vol. 29, No. 4 (Nov., 1987), pp. 439-447 ...

Linear regression draws corresponding trend lines, such as disease outbreaks, bitcoin prices, demand for software experts, etc.