View on Coursera Course Description This course continues our data structures and algorithms specialization by focussing on the use of linear and integer programming formulations for solving ...

Chenglong Ye, Yi Yang, Yuhong Yang, Sparsity Oriented Importance Learning for High-Dimensional Linear Regression, Journal of the American Statistical Association, Vol. 113, No. 524 (December 2018), pp ...

Linear regression models are among the models most used in practice, although the practitioners are often not sure whether their assumed linear regression model is at least approximately true. In such ...