Statistics
College of Sciences
Works Published in 2020
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.
author keywords: Many moment inequalities; Self-normalizing sum; Multiplier bootstrap; Empirical bootstrap; Lasso; Inequality selection
arxiv.org (repository)
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.
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.
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.
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.
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).
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
author keywords: Markov decision processes; Precision medicine; Reinforcement learning; Type 1 diabetes
Source: Web Of Science
Added: May 20, 2019
