Statistics

College of Sciences

Works Published in 2020

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Displaying works 161 - 177 of 177 in total

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

2020 journal article

Inference in partially identified models with many moment inequalities using Lasso

JOURNAL OF STATISTICAL PLANNING AND INFERENCE, 206, 211–248.

By: F. Bugni*, M. Caner, A. Kock* & S. Lahiri

author keywords: Many moment inequalities; Self-normalizing sum; Multiplier bootstrap; Empirical bootstrap; Lasso; Inequality selection
Source: Web Of Science
Added: January 6, 2020

2020 journal article

Asymptotic theory and inference of predictive mean matching imputation using a superpopulation model framework

SCANDINAVIAN JOURNAL OF STATISTICS, 47(3), 839–861.

By: S. Yang & J. Kim*

author keywords: hot deck imputation; Jackknife variance estimation; martingale central limit theorem; missing at random
Source: Web Of Science
Added: January 6, 2020

2020 journal article

Empirical Priors and Coverage of Posterior Credible Sets in a Sparse Normal Mean Model

SANKHYA-SERIES A-MATHEMATICAL STATISTICS AND PROBABILITY, 82(2), 477–498.

By: R. Martin & B. Ning*

author keywords: Bayesian inference; Bernstein-von Mises theorem; Concentration rate; High-dimensional model; Uncertainty quantification
Source: Web Of Science
Added: December 30, 2019

2020 journal article

tuxnet: a simple interface to process RNA sequencing data and infer gene regulatory networks

PLANT JOURNAL, 101(3), 716–730.

By: R. Spurney, L. Broeck n, N. Clark, A. Fisher, M. Balaguer n & R. Sozzani

author keywords: Arabidopsis thaliana; gene regulatory network inference; graphical user interface; RNA sequencing processing; stem cell maintenance; technical advance
Source: Web Of Science
Added: December 9, 2019

2020 journal article

3D Printing of Textiles: Potential Roadmap to Printing with Fibers

Advanced Materials, 12, 1902086.

author keywords: 3D printing textiles; additive manufacturing; printing with fibers; soft materials
Source: ORCID
Added: December 3, 2019

2020 journal article

Solution paths for the generalized lasso with applications to spatially varying coefficients regression

COMPUTATIONAL STATISTICS & DATA ANALYSIS, 142.

By: Y. Zhao n & H. Bondell

author keywords: Generalized lasso; Penalized regression; Regularization; Solution path algorithm
Source: Web Of Science
Added: November 18, 2019

2020 journal article

A multivariate spatial skew-t process for joint modeling of extreme precipitation indexes

ENVIRONMETRICS, 31(3).

By: A. Hazra, B. Reich & A. Staicu

author keywords: climate change; extremal dependence; extremal trend analysis; extreme precipitation indexes; multivariate spatial skew-t process; separable covariance
Source: Web Of Science
Added: November 18, 2019

2020 journal article

Fine-Scale Spatiotemporal Air Pollution Analysis Using Mobile Monitors on Google Street View Vehicles

JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION, 115(531), 1111–1124.

By: Y. Guan, M. Johnson n, M. Katzfuss*, E. Mannshardt, K. Messier*, B. Reich, J. Song*

author keywords: Google Street View Air Quality Data; Kriging; Mobile sensors; Spatiotemporal models; Vecchia approximation
Source: Web Of Science
Added: October 28, 2019

2020 journal article

Bayesian Nonparametric Policy Search With Application to Periodontal Recall Intervals

JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION, 115(531), 1066–1078.

By: Q. Guan, B. Reich, E. Laber & D. Bandyopadhyay*

author keywords: Dirichlet process prior; Dynamic treatment regimes; Observational data; Periodontal disease; Practice-based setting; Precision medicine; Sequential optimization
Source: Web Of Science
Added: October 28, 2019

2020 journal article

Construction, Properties, and Analysis of Group-Orthogonal Supersaturated Designs

TECHNOMETRICS, 62(3), 403–414.

By: B. Jones*, R. Lekivetz*, D. Majumdar*, C. Nachtsheim* & J. Stallrich

author keywords: E(s2)-optimality; UE(s(2))-optimality; Group screening designs; Hadamard matrices; Model selection
Source: Web Of Science
Added: October 7, 2019

2020 review

Detection, variability, and predictability of monsoon onset and withdrawal dates: A review

[Review of ]. INTERNATIONAL JOURNAL OF CLIMATOLOGY, 40(2), 641–667.

By: R. Bombardi*, V. Moron* & J. Goodnight

author keywords: demise; monsoon; onset; predictability; timing; variability
Source: Web Of Science
Added: September 30, 2019

2020 journal article

Modelling the effects of field spatial scale and natural enemy colonization behaviour on pest suppression in diversified agroecosystems

AGRICULTURAL AND FOREST ENTOMOLOGY, 22(1), 30–40.

By: J. Banks*, A. Laubmeier & H. Banks

author keywords: Beetle; differential equation; diffusion; dispersal; habitat heterogeneity
Source: Web Of Science
Added: September 23, 2019

2020 journal article

Nonparametric Estimation of Multivariate Mixtures

JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION, 115(531), 1456–1471.

By: C. Zheng & Y. Wu

author keywords: Density estimation; Nonparametric mixture model; Tensor
Source: Web Of Science
Added: August 12, 2019

2020 journal article

A Sparse Random Projection-Based Test for Overall Qualitative Treatment Effects

JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION, 115(531), 1201–1213.

By: C. Shi, W. Lu & R. Song

author keywords: High-dimensional testing; Optimal treatment regime; Precision medicine; Qualitative treatment effects; Sparse random projection
Source: Web Of Science
Added: July 29, 2019

2020 journal article

MIMIX: A Bayesian Mixed-Effects Model for Microbiome Data From Designed Experiments

JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION, 115(530), 599–609.

By: N. Grantham, Y. Guan, B. Reich, E. Borer* & K. Gross

author keywords: Continuous shrinkage prior; Factor analysis; Microbiome; Mixed model; Nutrient Network; OTU abundance data
Source: Web Of Science
Added: July 22, 2019

2020 journal article

Testing and Estimation of Social Network Dependence With Time to Event Data

JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION, 115(530), 570–582.

By: L. Su n, W. Lu, R. Song & D. Huang

author keywords: Cox model; EM algorithm; Social network dependence; Time-to-event data
Source: Web Of Science
Added: July 8, 2019

2020 journal article

Estimating Dynamic Treatment Regimes in Mobile Health Using V-Learning

JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION, 115(530), 692–706.

By: D. Luckett*, E. Laber, A. Kahkoska*, D. Maahs*, E. Mayer-Davis* & M. Kosorok*

author keywords: Markov decision processes; Precision medicine; Reinforcement learning; Type 1 diabetes
Source: Web Of Science
Added: May 20, 2019