@article{econhot_econhot-reading-61,
  title = {Regression Shrinkage and Selection Via the Lasso},
  author = {Robert Tibshirani},
  journal = {Journal of the Royal Statistical Society Series B: Statistical Methodology},
  year = {1996},
  volume = {58},
  number = {1},
  pages = {267-288},
  doi = {10.1111/j.2517-6161.1996.tb02080.x},
  url = {https://doi.org/10.1111/j.2517-6161.1996.tb02080.x}
}

@article{econhot_econhot-cited-bbce99f3b7284757,
  title = {Variable Selection via Nonconcave Penalized Likelihood and its Oracle Properties},
  author = {Jianqing Fan and Runze Li},
  journal = {Journal of the American Statistical Association},
  year = {2001},
  volume = {96},
  number = {456},
  pages = {1348-1360},
  doi = {10.1198/016214501753382273},
  url = {https://doi.org/10.1198/016214501753382273}
}

@article{econhot_econhot-cited-2cf11224a6c052f7,
  title = {THE LASSO METHOD FOR VARIABLE SELECTION IN THE COX MODEL},
  author = {Robert John Tibshirani},
  journal = {Statistics in Medicine},
  year = {1997},
  volume = {16},
  number = {4},
  pages = {385-395},
  doi = {10.1002/(sici)1097-0258(19970228)16:4<385::aid-sim380>3.0.co;2-3},
  url = {https://doi.org/10.1002/(sici)1097-0258(19970228)16:4\%3C385::aid-sim380\%3E3.0.co;2-3}
}

@article{econhot_econhot-cited-aa7857f3cd0c4451,
  title = {Regression Shrinkage and Selection via The Lasso: A Retrospective},
  author = {Robert John Tibshirani},
  journal = {Journal of the Royal Statistical Society Series B (Statistical Methodology)},
  year = {2011},
  volume = {73},
  number = {3},
  pages = {273-282},
  doi = {10.1111/j.1467-9868.2011.00771.x},
  url = {https://doi.org/10.1111/j.1467-9868.2011.00771.x}
}

@article{econhot_econhot-cited-579528eb64e0c230,
  title = {Smoothing reference centile curves: The lms method and penalized likelihood},
  author = {Tim James Cole and P. J. Green},
  journal = {Statistics in Medicine},
  year = {1992},
  volume = {11},
  number = {10},
  pages = {1305-1319},
  doi = {10.1002/sim.4780111005},
  url = {https://doi.org/10.1002/sim.4780111005}
}

@article{econhot_econhot-cited-be7313c36a8ad686,
  title = {Simultaneous analysis of Lasso and Dantzig selector},
  author = {Peter J. Bickel and Ya’acov Ritov and Alexandre B. Tsybakov},
  journal = {The Annals of Statistics},
  year = {2009},
  volume = {37},
  number = {4},
  doi = {10.1214/08-aos620},
  url = {https://doi.org/10.1214/08-aos620}
}

@article{econhot_econhot-cited-130dcca9c595390f,
  title = {Bayesian Variable Selection in Linear Regression},
  author = {Toby J. Mitchell and John J. Beauchamp},
  journal = {Journal of the American Statistical Association},
  year = {1988},
  volume = {83},
  number = {404},
  pages = {1023-1032},
  doi = {10.1080/01621459.1988.10478694},
  url = {https://doi.org/10.1080/01621459.1988.10478694}
}

@article{econhot_econhot-cited-ff6a4815e1cdf9f6,
  title = {Mixtures of g Priors for Bayesian Variable Selection},
  author = {Feng Liang and Rui Paulo and Germán Molina and Merlise A. Clyde and Jim O Berger},
  journal = {Journal of the American Statistical Association},
  year = {2008},
  volume = {103},
  number = {481},
  pages = {410-423},
  doi = {10.1198/016214507000001337},
  url = {https://doi.org/10.1198/016214507000001337}
}

@article{econhot_econhot-cited-4950ef73db99801d,
  title = {Spike and slab variable selection: Frequentist and Bayesian strategies},
  author = {Hemant Ishwaran and J. Sunil Rao},
  journal = {The Annals of Statistics},
  year = {2005},
  volume = {33},
  number = {2},
  doi = {10.1214/009053604000001147},
  url = {https://doi.org/10.1214/009053604000001147}
}

@article{econhot_econhot-cited-49fa09e5ba9afdcf,
  title = {Nonconcave penalized likelihood with a diverging number of parameters},
  author = {Jianqing Fan and Heng Peng},
  journal = {The Annals of Statistics},
  year = {2004},
  volume = {32},
  number = {3},
  doi = {10.1214/009053604000000256},
  url = {https://doi.org/10.1214/009053604000000256}
}

@article{econhot_econhot-cited-f820db16a554b926,
  title = {Penalized Regressions: The Bridge versus the Lasso},
  author = {Wenjiang J. Fu},
  journal = {Journal of Computational and Graphical Statistics},
  year = {1998},
  volume = {7},
  number = {3},
  pages = {397-416},
  doi = {10.1080/10618600.1998.10474784},
  url = {https://doi.org/10.1080/10618600.1998.10474784}
}

@article{econhot_econhot-reading-measurement-lasso,
  title = {Measurement Error in Lasso: Impact and Likelihood Bias Correction},
  author = {Øystein Sørensen and Arnoldo Frigessi and Magne Thoresen},
  journal = {Statistica Sinica},
  year = {2015},
  volume = {25},
  number = {2},
  pages = {809–829},
  doi = {10.5705/ss.2013.180},
  url = {https://doi.org/10.5705/ss.2013.180}
}

@article{econhot_econhot-reading-noisy-missing,
  title = {High-dimensional Regression with Noisy and Missing Data: Provable Guarantees with Nonconvexity},
  author = {Po-Ling Loh and Martin J. Wainwright},
  journal = {The Annals of Statistics},
  year = {2012},
  volume = {40},
  number = {3},
  pages = {1637–1664},
  doi = {10.1214/12-AOS1018},
  url = {https://doi.org/10.1214/12-AOS1018}
}

@article{econhot_econhot-reading-cocolasso,
  title = {CoCoLasso for High-dimensional Error-in-variables Regression},
  author = {Abhirup Datta and Hui Zou},
  journal = {The Annals of Statistics},
  year = {2017},
  volume = {45},
  number = {6},
  pages = {2400–2426},
  doi = {10.1214/16-AOS1527},
  url = {https://doi.org/10.1214/16-AOS1527}
}

@article{econhot_econhot-reading-measurement-inference,
  title = {Inference in High Dimensional Linear Measurement Error Models},
  author = {Mengyan Li and Runze Li and Yanyuan Ma},
  journal = {Journal of Multivariate Analysis},
  year = {2021},
  volume = {184},
  pages = {104759},
  doi = {10.1016/j.jmva.2021.104759},
  url = {https://doi.org/10.1016/j.jmva.2021.104759}
}