KNR - Publications

Statistical Methods

Year	Venue	Citation
2024	arXiv	Hutchings, G., Rumsey, K., Bingham, D., & Huerta, G. (2024). Enhancing Approximate Modular Bayesian Inference by Emulating the Conditional Posterior. arXiv.
2024	Technometrics	Rumsey, K., Hardy, Z.K., Ahrens, C., & Vander Wiel, S. (2024). Co-Active Subspace Methods for the Joint Analysis of Adjacent Computer Models. Technometrics.
2024	SIAM/ASA JUQ	Rumsey, K. N., Francom, D., & Shen, A. (2024). Generalized Bayesian MARS: Tools for Stochastic Computer Model Emulation. SIAM/ASA Journal on Uncertainty Quantification, 12(2), 646-666.
2023	JCGS	Rumsey, K., Francom, D., & Vander Wiel, S. (2024). Discovering Active Subspaces for High-Dimensional Computer Models. Journal of Computational and Graphical Statistics, 1-13.
2023	Stat & Computing	Collins, G., Francom, D., & Rumsey, K. (2024). Bayesian Projection Pursuit Regression Statistics and Computing, 34(1), 29.
2023	Stat	Rumsey, K., Huerta, G. & Tucker, J.D. (2023, April). A localized ensemble of approximate Gaussian processes for fast emulation in sequential settings. Stat, e576.
2022	Applications of Machine Learning 2022	Rumsey, K., Grosskopf, M., Lawrence, E., Biswas, A., & Urban, N. (2022, October). A hierarchical sparse Gaussian process for in situ inference in expensive physics simulations. In Applications of Machine Learning 2022 (Vol. 12227, pp. 126-138). SPIE.
2021	ISAV'21	Grosskopf, M., Lawrence, E., Biswas, A., Tang, L., Rumsey, K., Van Roekel, L., & Urban, N. (2021). In-situ spatial inference on climate simulations with sparse gaussian processes. In ISAV'21: In Situ Infrastructures for Enabling Extreme-Scale Analysis and Visualization (pp. 31-36).
2021	JSCS	Rumsey, K. N., & Huerta, G. (2021). Fast matrix algebra for Bayesian model calibration. Journal of Statistical Computation and Simulation, 91(7), 1331-1341.
2020	SIAM/ASA JUQ	Rumsey, K., Huerta, G., Brown, J., & Hund, L. (2020). Dealing with measurement uncertainties as nuisance parameters in Bayesian model calibration. SIAM/ASA Journal on Uncertainty Quantification, 8(4), 1287-1309.
2018	Reliability Engineering and System Safety	Hund, L., Schroeder, B., Rumsey, K., & Huerta, G. (2018). Distinguishing between model-and data-driven inferences for high reliability statistical predictions. Reliability Engineering & System Safety, 180, 201-210.
2018	SAND-Report	Hund, L., Schroeder, B. B., Rumsey, K., & Murchison, N. (2017). Robust approaches to quantification of margin and uncertainty for sparse data (No. SAND2017-9960). Sandia National Lab.(SNL-NM), Albuquerque, NM (United States).

Applied Science

Year	Venue	Citation
2024	Microogranisms	Coffman, C. N., Carrol-Portillo, A., Alcock, J., Singh, S. B., Rumsey, K., Braun, C. A., ... & Lin, H. C. (2024). Magnesium Oxide Reduces Anxiety-like Behavior in Mice by Inhibiting Sulfate-Reducing Bacteria. Microorganisms, 12(7), 1429.
2024	ReearchSquare	Birg, A., Coffman, C., Rumsey, K., Lin, H., & Kanagy, N. (2024). Bismuth Subsalicylate Reverse High Fat Diet-Induced Increase in Portal Venous Flow.
2023	JAAD	Jaimie Y. Lin, Jiasen Wang, Kriti Mishra, Sabah Osmani, Kellin Rumsey, Pooja P. Singh, Naiara S. Barbosa, Non–melanoma skin cancer in solid organ transplant recipients with skin of color, Journal of the American Academy of Dermatology, 2023,ISSN 0190-9622,https://doi.org/10.1016/j.jaad.2023.09.009.
2023	AWWA Water Science	Scruggs, C. E., Heyne, C. M. & Rumsey, K. N. (2023). Understanding questions and concerns about potable water reuse: An analysis of survey write-in responses. AWWA Water Science
2023	Microorganisms	Carroll-Portillo, A., Rumsey, K. N., Braun, C. A., Lin, D. M., Coffman, C. N., Alcock, J. A., ... & Lin, H. C. (2023). Mucin and Agitation Shape Predation of Escherichia coli by Lytic Coliphage. Microorganisms, 11(2), 508
2021	American Water Works Association	Distler, L. N., Scruggs, C. E., Cruz, M. P., & Rumsey, K. N. (2021). Public Engagement on Water Reuse Beyond Community Surveys. Journal: American Water Works Association, 113(4).
2021	Dermatology Online	Lin, J., Rumsey, K., Stepenaskie, S., & Durkin, J. R. (2021). Dermatologists are more likely than oncologists to prescribe skin-directed therapies for early-stage cutaneous T-cell lymphoma: a retrospective review. Dermatology Online Journal, 27(10).
2021	Journal of Planning Education and Research	Scruggs, C. E., Lozoya, S., Rumsey, K. N., Bronson, K., & Chavez, P. (2021). Voluntary Public Campaigns to Benefit the Environment: Assessing the Effectiveness of the There Is No Poop Fairy Campaign. Journal of Planning Education and Research, 0739456X2110
2020	Journal of Water Resources Planning and Management	Distler, L. N., Scruggs, C. E., & Rumsey, K. N. (2020). Arid inland community survey on water knowledge, trust, and potable reuse. II: Predictive modeling. Journal of Water Resources Planning and Management, 146(7).