Statistics

College of Sciences

Works Published in 2022

Sorted by most recent date added to the index first, which may not be the same as publication date order.

2022 journal article

Bayesian spatial modeling using random Fourier frequencies

SPATIAL STATISTICS, 4.

By: M. Miller & B. Reich

Sources: Web Of Science, ORCID
Added: May 16, 2022

2022 journal article

A Machine Learning Pipeline for Mortality Prediction in the ICU

International Journal of Digital Health, 2(1).

By: Y. Sun & Y. Zhou

Source: ORCID
Added: May 13, 2022

2022 article

Soil Properties and Moisture Synergistically Influence Nontuberculous Mycobacterial Prevalence in Natural Environments of Hawai'i

Parsons, A. W., Dawrs, S. N., Nelson, S. T., Norton, G. J., Virdi, R., Hasan, N. A., … Honda, J. R. (2022, April 18). APPLIED AND ENVIRONMENTAL MICROBIOLOGY, Vol. 4.

By: A. Parsons, S. Dawrs, S. Nelson, G. Norton, R. Virdi, N. Hasan, L. Epperson, B. Holst ...

Sources: Web Of Science, ORCID
Added: May 10, 2022

2022 journal article

Characterization of compositional variability in petroleum substances

FUEL.

By: A. Roman-Hubers, A. Cordova, A. Rohde, W. Chiu, T. McDonald, F. Wright, J. Dodds, E. Baker, I. Rusyn

Source: Web Of Science
Added: May 10, 2022

2022 journal article

Rule mining over knowledge graphs via reinforcement learning

KNOWLEDGE-BASED SYSTEMS, 4.

By: L. Chen, S. Jiang, J. Liu, C. Wang, S. Zhang, C. Xie, J. Liang, Y. Xiao, R. Song

Sources: Web Of Science, ORCID
Added: May 10, 2022

2022 journal article

Leveraging TOPMed imputation server and constructing a cohort-specific imputation reference panel to enhance genotype imputation among cystic fibrosis patients

HUMAN GENETICS AND GENOMICS ADVANCES, 4.

By: Q. Sun, W. Liu, J. Rosen, L. Huang, R. Pace, H. Dang, P. Gallins, E. Blue ...

Sources: Web Of Science, ORCID
Added: May 10, 2022

2022 article

ToxPi*GIS Toolkit: creating, viewing, and sharing integrative visualizations for geospatial data using ArcGIS

Fleming, J., Marvel, S. W., Supak, S., Motsinger-Reif, A. A., & Reif, D. M. (2022, April 26). JOURNAL OF EXPOSURE SCIENCE AND ENVIRONMENTAL EPIDEMIOLOGY.

Source: Web Of Science
Added: May 10, 2022

2022 article

Fixed-effects inference and tests of correlation for longitudinal functional data

Li, R., Xiao, L., Smirnova, E., Cui, E., Leroux, A., & Crainiceanu, C. M. (2022, May 1). STATISTICS IN MEDICINE, Vol. 5.

By: R. Li, L. Xiao, E. Smirnova, E. Cui, A. Leroux & C. Crainiceanu

Sources: Web Of Science, ORCID
Added: May 10, 2022

2022 article

Two-stage linked component analysis for joint decomposition of multiple biologically related data sets

Chen, H., Caffo, B., Stein-O'Brien, G., Liu, J., Langmead, B., Colantuoni, C., & Xiao, L. (2022, March 31). BIOSTATISTICS, Vol. 3.

By: H. Chen, B. Caffo, G. Stein-O'Brien, J. Liu, B. Langmead, C. Colantuoni, L. Xiao

Sources: Web Of Science, ORCID
Added: May 2, 2022

2022 article

Bioinspired Structures for Soft Actuators

Wei, S., & Ghosh, T. K. (2022, April 26). ADVANCED MATERIALS TECHNOLOGIES, Vol. 4, p. 2101521.

Sources: ORCID, Web Of Science
Added: April 27, 2022

2022 article

Partition-Bas'd Nonstationary Covariance Estimation Using the Stochastic Score Approximation

Muyskens, A., Guinness, J., & Fuentes, M. (2022, April 4). JOURNAL OF COMPUTATIONAL AND GRAPHICAL STATISTICS.

By: A. Muyskens, J. Guinness & M. Fuentes

Source: Web Of Science
Added: April 25, 2022

2022 journal article

Genome-wide association studies of metabolites in Finnish men identify disease-relevant loci

NATURE COMMUNICATIONS, 3.

By: X. Yin, L. Chan, D. Bose, A. Jackson, P. VandeHaar, A. Locke, C. Fuchsberger, H. Stringham ...

Sources: Web Of Science, ORCID
Added: April 18, 2022

2022 article

Treatment-specific marginal structural Cox model for the effect of treatment discontinuation

Johnson, D., Pieper, K., & Yang, S. (2022, March 31). PHARMACEUTICAL STATISTICS, Vol. 3.

By: D. Johnson, K. Pieper & S. Yang

Sources: Web Of Science, ORCID
Added: April 18, 2022

2022 article

Classic indicators and diel dissolved oxygen versus trend analysis in assessing eutrophication of potable-water reservoirs

Burkholder, J. A. M., Kinder, C. A., Dickey, D. A., Reed, R. E., Arellano, C., James, J. L., … Thomas, Z. T. (2022, March 29). ECOLOGICAL APPLICATIONS.

By: J. Burkholder, C. Kinder, D. Dickey, R. Reed, C. Arellano, J. James, L. Mackenzie, E. Allen ...

Source: Web Of Science
Added: April 18, 2022

2022 article

Multiply robust matching estimators of average and quantile treatment effects

Yang, S., & Zhang, Y. (2022, April 7). SCANDINAVIAN JOURNAL OF STATISTICS, Vol. 4.

Sources: Web Of Science, ORCID
Added: April 18, 2022

2022 article

Statistical data integration in survey sampling: a review (vol 3, pg 625, 2020)

Yang, S., & Kim, J. K. (2022, March 28). JAPANESE JOURNAL OF STATISTICS AND DATA SCIENCE, Vol. 3.

By: S. Yang & J. Kim

Sources: Web Of Science, ORCID
Added: April 8, 2022

2022 journal article

Incorporation of near-real-time hospital occupancy data to improve hospitalization forecast accuracy during the COVID-19 pandemic

INFECTIOUS DISEASE MODELLING.

By: A. Preiss, E. Hadley, K. Jones, M. Stoner, C. Kery, P. Baumgartner, G. Bobashev, J. Tenenbaum ...

Source: Web Of Science
Added: April 8, 2022

2022 article

Discussion on "Spatial plus : A novel approach to spatial confounding" by Dupont, Wood, and Augustin

Reich, B. J., Yang, S., & Guan, Y. (2022, March 30). BIOMETRICS, Vol. 3.

Sources: Web Of Science, ORCID
Added: April 8, 2022

2022 article

Functional data analysis for longitudinal data with informative observation times

Weaver, C., Xiao, L., & Lu, W. (2022, March 28). BIOMETRICS, Vol. 3.

Sources: Web Of Science, ORCID
Added: April 8, 2022

2022 journal article

Exposure to common-use pesticides, manganese, lead, and thyroid function among pregnant women from the Infants' Environmental Health (ISA) study, Costa Rica

SCIENCE OF THE TOTAL ENVIRONMENT, 3.

By: A. Vargas, J. Castaneda, E. Liljedahl, A. Mora, J. Menezes-Filho, D. Smith, D. Mergler, B. Reich ...

Sources: Web Of Science, ORCID
Added: April 4, 2022