Published in Computational Statistics and Data Science (Under Revision), 2022
Recommended citation: Winn-Nuñez E.T., Griffin, M., Crawford, L. (2022). A Simple Approach for Local and Global Variable Importance in Nonlinear Regression Models. arXiv http://etwinn.github.io/files/GOALS.pdf
Published in Advances in Data Science, 2021
Recommended citation: Winn, E.T., Vazquez, M., Loliencar, P., Taipale, K., Wang, X., Heo, G. (2021). A Survey of Statistical Learning Techniques as Applied to Inexpensive Pediatric Obstructive Sleep Apnea Data. In: Demir, I., Lou, Y., Wang, X., Welker, K. (eds) Advances in Data Science. Association for Women in Mathematics Series, vol 26. Springer, Cham. . http://etwinn.github.io/files/sleepApnea_paper.pdf
Published in Nature Genetics, 2020
Recommended citation: K. Lin, J. Rutter , A. Xie, E. T. Winn, B. Pardieu, R. Del Bello, R. Itzykson, Y-R Ahn, Z. Dai, R. Sobhan, G. Anderson, K. Singleton, A. Decker, P. Winter, J. Locasale, L. Crawford, #A. Puissant, #K. Wood. Using antagonistic pleiotropy to design a chemotherapy induced evolutionary trap Nature Genetics , v. 52, 408-417, Apr. 2020. https://www.nature.com/articles/s41588-020-0590-9
Published in College of the Holy Cross, 2017
This is my Mathematics Honors Thesis from my senior year at the College of the Holy Cross.
Recommended citation: Topological Modeling of Force Networks in Granular Materials. Emily T. Winn. College of the Holy Cross (2017). http://etwinn.github.io/files/Thesis.pdf
Published in Minnesota Journal of Undergraduate Mathematics, 2017
Recommended citation: M. S. Berry, V. Diaz, B. Doleshal, T. Martin, # E. T. Winn, and M. Zhou. The component number of a twisted torus link. Minnesota Journal of Undergraduate Mathematics. , S.l., v. 2, n. 1, Apr. 2017. ISSN 2378-5810 http://etwinn.github.io/files/TwistedTorusLink2017.pdf