Oksana Chkrebtii
Decision Sciences · The Ohio State University
Publications
53
Citations
238
Est. group size
—
Recurring co-author estimate
Active years
18
Publishing since 2008
Oksana Chkrebtii works on statistical methods for understanding and quantifying uncertainty in complex systems, including models based on differential equations, disease spread, and environmental data like ocean salinity. Her work often combines Bayesian statistics (a way of updating beliefs using probability as new data arrives) with computational tools to make predictions more reliable when models are imperfect or data are incomplete. Applications span epidemiology, oncology (cancer genetics), and climate/ocean science.
Publication output rose to a peak around 2019-2021 and has since slowed, averaging about 2 papers per year over the last five years.
Generated by claude-sonnet-5 from public bibliographic data · Jul 20, 2026
- Closure Term Estimation in Spatiotemporal Models of Dynamical Systems
arXiv (Cornell University) · 2025
- Automatic Detection of Rainfall at Hourly Time Scales from Mooring Near-Surface Salinity in the Eastern Tropical Pacific
Artificial Intelligence for the Earth Systems · 2023
- Evaluation of Seasonality in Sea Surface Salinity Balance Equation via Function Registration
Data Science in Science · 2023
- Inference for stochastic kinetic models from multiple data sources for joint estimation of infection dynamics from aggregate reports and virological data
The Annals of Applied Statistics · 2022
- Oncogenetic network estimation with disjunctive Bayesian networks
Computational and Systems Oncology · 2021
- Oncogenetic Network Estimation with Disjunctive Bayesian Networks
bioRxiv (Cold Spring Harbor Laboratory) · 2020
- Oncogenetic Network Estimation with Disjunctive Bayesian Networks: Learning from Unstratified Samples while Preserving Mutual Exclusivity Relations
2020
- Adaptive step-size selection for state-space probabilistic differential equation solvers
Statistics and Computing · 2019
- Inference for stochastic kinetic models from multiple data sources for joint estimation of infection dynamics from aggregate reports and virological data
arXiv (Cornell University) · 2019
- Identifying Individual Disease Dynamics in a Stochastic Multi-pathogen Model From Aggregated Reports and Laboratory Data
2017
- Inference for stochastic kinetic models from multiple data sources for joint estimation of infection dynamics from aggregate reports and virological data
arXiv (Cornell University) · 2017
- Bayesian Solution Uncertainty Quantification for Differential Equations
Bayesian Analysis · 2016
- Contributed Discussion on Article by Pratola
Bayesian Analysis · 2016
- Rejoinder
Bayesian Analysis · 2016
- arXiv (Cornell University)×10
- Figshare×5
- Bayesian Analysis×3
- Integrating materials and manufacturing innovation×2
- Journal of the American Statistical Association×2
- Hao Wu
Decision Sciences · Purdue University West Lafayette
- Dongbin Xiu
Decision Sciences · The Ohio State University
- Abdollah Shafieezadeh
Decision Sciences · The Ohio State University
- Chi Zhang
Decision Sciences · The Ohio State University
- Jianhua Yin
Decision Sciences · Purdue University West Lafayette
This profile was generated automatically from public scholarly data (OpenAlex). Group size and activity levels are estimates derived from co-authorship patterns.
Last updated Jul 19, 2026.
Claim or correct this profile