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Publications by David Kepplinger

Submitted

Freue GVCohen, Kepplinger D, Salibian-Barrera M, Smucler E. Proteomic biomarker study using novel robust penalized elastic net estimators. Annals of Applied Statistics. Submitted.

2018

Kepplinger D, Smucler E, Freue GVCohen. Improved Robust Estimation of the Residual Scale in High-Dimensional Problems with the Adaptive Elastic Net S-Estimator for Efficient Robust Penalized Linear Regression Methods. In JSM 2018. Vancouver, Canada; 2018.
Kepplinger D, Freue GVCohen. Improving the Robust Estimation of the Residual Scale in High Dimensional Regression Problems with Refitted Cross-Validation using an Elastic Net S-Estimator. In 46th Annual Meeting of the Statistical Society of Canada. Montreal, Canada; 2018.

2017

Kepplinger D, Takhar M, Sasaki M, Hollander Z, Smith D, McManus B, et al. PGCA: An algorithm to link protein groups created from MS/MS data. PLOS ONE [Internet]. Public Library of Science; 2017; 12: 1-19. DOI: 10.1371/journal.pone.0177569 URL: https://doi.org/10.1371/journal.pone.0177569

2016

Kepplinger D, Salibian-Barrera M, Freue GVCohen. Initial estimators for regularized robust methods in high-dimensional settings. In 22nd International Conference on Computational Statistics. 2016.

2013

Kepplinger D, Templ M, Upadhyaya S. Analysis of energy intensity in manufacturing industry using mixed-effects models. Energy [Internet]. 2013; 59: 754 - 763. DOI: http://dx.doi.org/10.1016/j.energy.2013.07.003 URL: http://www.sciencedirect.com/science/article/pii/S0360544213005768