Damian Pavlyshyn

Publications and Preprints

Authorship order in statistics papers is always alphabetical.

  1. D. Pavlyshyn, I. M. Johnstone, and J. L. Sztepanavz. "Comparison of REML methods for the study of phenome-wide genetic variation." (2022). arXiv: 2210.11709. arXiv R package

  1. I. M. Johnstone, Y. Klochkov, A. Onatski, and D. Pavlyshyn. “Spin Glass to Paramagnetic Transition in Spherical Sherrington-Kirkpatrick Model with Ferromagnetic Interaction.” (2021). arXiv: 2104.07629. arXiv

  1. I. M. Johnstone, Y. Klochkov, A. Onatski, and D. Pavlyshyn. “An Edge CLT for the Log Determinant of Gaussian Ensembles.” (2020). arXiv: 2011.13723. arXiv

  1. D. Pavlyshyn, I. Johnstone and R. Saller. “Lead Pollution and the Roman Economy.” In: Journal of Roman Archaeology 33 (2020), pp. 354-364. Journal paper

  1. A. Kan, D. Pavlyshyn, J. Markham, M. R. Dowling, et. al. “Stochastic measurement models for quantifying lymphocyte response using flow cytometry.” In: PloS one 11.1 (2016). Journal paper

Conference presentations

  1. D. Pavlyshyn and R. Sacks-Davis. "Predicting mutual injecting relationships using covariate and topological similarity indices." Presented at: Sunbelt 2023, Portland OR (27 June - 1 July 2023).

  1. D. Pavlyshyn, M. Curtis, R. Sacks-Davis, N. Scott, M. A. Stoové, P. Higgs, L. Maher, M. Hickman, and P. Dietze. "Estimating the causal effect of public housing assignment on annual incarceration risk among people who inject drugs." Presented at" The 25th International Workshop on HIV and Hepatitis Observational Databases (23 - 25 March 2023).

Ph. D. thesis

D. Pavlyshyn. “Likelihood ratio testing in critically-spiked Wigner models.” Doctoral Dissertation, Stanford University (2022). Locally-hosted file

Software

  1. RandomMatrixDistributions.jl: A Julia package containing Distributions.jl-type specifications for various distributions arising from random matrix theory. Julia package

  1. halfsibdesign: An R package for fitting and simulating balanced random-effects models for half-sib breeding designs. R package

  1. tidyformula: An R package for using tidyselect-style selection helpers to build formula objects. R package

  1. StochasticAiry.jl: A Julia package for sampling the Stochatic Airy function as defined in Lambert & Paquette, "Strong approximation of Gaussian beta-ensemble characteristic polynomials: the edge regime and the stochastic Airy function," arXiv:2009.05003. Julia package

Last modified: August 22, 2023. Website built with Franklin.jl.