@article{sparseestimationviaellqoptimization, title = {Sparse estimation via $\ell_q$ optimization method in high-dimensional linear regression}, author = {Xin Li and Yaohua Hu and Chong Li and Xiaoqi Yang and Tianzi Jiang}, year = {2019}, eprint = {1911.05073}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/1911.05073v1}, }