Hi! I’m Amelia, a data scientist based in the Pacific Northwest.
I’m a Senior Research Analyst with the State of Oregon. I became the first R Admin for my agency, the Department of Consumer and Business Services, in 2022. Most of my work is related to creating new statistical analyses, building analytical tools for internal teams, and providing guidance on research and evaluation methods.
I’m currently interested in predictive modeling and using deep learning (PyTorch) in insurance.
Education
M.Sc. in Mathematics from Dalhousie University, Canada
M.Sc. thesis: A Geometric Study of Superintegrable Systems [arXiv]
B.Sc. in Physics and B.A. in Mathematics from California State University, Fullerton, USA
Studies
2022 Oregon Workers’ Compensation Premium Rate Ranking Study
D. Gallogly, A. Vargas
PDF
Statistical analysis of reporting of student genders in Oregon’s public schools
A. Vargas, A. Vargas
2018 Oregon Statewide Annual Report Card.
ODE
Newspaper Archives + Text Mining = Rich Sources of Historical Geospatial Data: A Flood Database Case Study
A. Yzaguirre, R. Warren, M. Smit
IOP Conference Series: Earth and Environmental Science, Volume 34, conference 1 (2016).
IOP Science
Detecting environmental disasters in digital news archives
A. Yzaguirre, R. Warren, M. Smit
2015 IEEE International Conference on Big Data (Big Data), pp. 2027-2035 (2015).
IEEE Xplore Digital Library
Infrared Spectral Energy Distributions of Seyfert Galaxies: Spitzer Space Telescope Observations of the 12 micron Sample of Active Galaxies
J. F. Gallimore, A. L. Yzaguirre, J. Jakoboski, M. J. Stevenosky, D. J. Axon, S. A. Baum, C. L. Buchanan, M. Elitzur, M. Elvis, C. P. O’Dea, A. Robinson
The Astrophysical Journal Supplement Series, Volume 187, Issue 1, pp. 172-211 (2010).
arXiv
Cosmic topology: Studying the shape and size of our universe
A. Yzaguirre, A. Hajian
Bulletin of the American Astronomical Society, vol. 42, p. 549 (2010).
SAO/NASA ADS Astronomy Abstract Service
Recommendations
- How to Solve It by George Pólya.
- Statistical Rethinking by Richard McElreath.
- {tidymodels} and Tidy Modeling with R by Max Kuhn & Julia Silge
- Applied Predictive Modeling by Kuhn & Johnson
- Coffee