Statistics
College of Sciences
Works Published in 2018
Displaying works 41 - 60 of 233 in total
Sorted by most recent date added to the index first, which may not be the same as publication date order.
2018 journal article
Bayesian comparative study on binary time series
Journal of Statistical Computation and Simulation, 88(14), 2811–2826.
author keywords: DIC; Jeffreys prior; log-marginal likelihood; misclassification error rate; normal prior; prediction; Student's t prior; 62F15
Sources: Crossref, ORCID
Added: February 21, 2020
2018 journal article
Bias Reduction in Logistic Regression with Missing Responses When the Missing Data Mechanism is Nonignorable
The American Statistician, 73(4), 340–349.
Sources: Crossref, ORCID
Added: February 21, 2020
2018 journal article
Bistable Polymer Actuators: Bioinspired Electrically Activated Soft Bistable Actuators (Adv. Funct. Mater. 35/2018)
Advanced Functional Materials, 28(35), 1870244.
onlinelibrary.wiley.com (publisher PDF)
Sources: Crossref, ORCID
Added: January 25, 2020
2018 journal article
Bayesian non-parametric simultaneous quantile regression for complete and grid data
Computational Statistics & Data Analysis, 127, 172–186.
author keywords: B-spline prior; Black-box optimization; Block Metropolis-Hastings; Non-parametric quantile regression; North Atlantic hurricane data; US household income data
Source: Crossref
Added: January 19, 2020
2018 entry reference
Q-Learning
Sources: Crossref, ORCID
Added: January 19, 2020
2018 journal article
FSEM: Functional Structural Equation Models for Twin Functional Data
Journal of the American Statistical Association, 114(525), 344–357.
author keywords: Covariance function; Genetic and environmental effects; Weighted likelihood ratio test
Source: Crossref
Added: January 17, 2020
2018 journal article
Proper Inference for Value Function in High-Dimensional Q-Learning for Dynamic Treatment Regimes
Journal of the American Statistical Association, 114(527), 1404–1417.
author keywords: Hard threshold; Q-learning; Value function inference; Variable selection
Source: Crossref
Added: January 17, 2020
2018 journal article
Asymptotics of bivariate penalised splines
Journal of Nonparametric Statistics, 31(2), 289–314.
author keywords: B-splines; P-splines; regression spline; smoothing; tensor product splines
Sources: ORCID, Crossref
Added: January 15, 2020
2018 journal article
A Smoothing-based Goodness-of-Fit Test of Covariance for Functional Data
Biometrics, 11.
author keywords: functional data analysis; Functional principal components analysis; hypothesis testing; linear mixed effects models; longitudinal data analysis
Source: ORCID
Added: January 15, 2020
2018 journal article
Using data from multiple studies to develop a child growth correlation matrix
Statistics in Medicine, 4.
author keywords: child health; correlation; growth; SDS
Source: ORCID
Added: January 15, 2020
2018 journal article
Discussion: Dissecting Multiple Imputation from a Multi-phase Inference Perspective: What Happens When God's, Imputer's and Analyst's Models are Uncongenial? by X. Xie and X. L. Meng
Statistica Sinica.
Sources: Crossref, ORCID
Added: January 14, 2020
2018 journal article
The impacts of perceptual load and driving duration on mind wandering in driving
Transportation Research Part F: Traffic Psychology and Behaviour, 57, 75–83.
author keywords: Mind wandering; Driving; Distraction; Generalized additive modeling; Mixed effects modeling; Perceptual load; Driving duration
Sources: Crossref, ORCID
Added: January 13, 2020
2018 journal article
A comparison of testing methods in scalar-on-function regression
AStA Advances in Statistical Analysis, 103(3), 411–436.
author keywords: Functional regression; Functional linear model; Nonparametric regression; Mixed-effects model; Hypothesis testing
Sources: Crossref, ORCID
Added: January 13, 2020
2018 journal article
Identifying optimal dosage regimes under safety constraints: An application to long term opioid treatment of chronic pain
Statistics in Medicine, 37(9), 1407–1418.
author keywords: chronic pain; flexible dosing trials; policy-search; precision medicine; Q-learning; treatment dosing regimes
Source: Crossref
Added: January 13, 2020
2018 journal article
Deep advantage learning for optimal dynamic treatment regime
Statistical Theory and Related Fields, 2(1), 80–88.
Sources: Crossref, ORCID
Added: January 13, 2020
2018 journal article
Eigenvalue significance testing for genetic association
Biometrics, 74(2), 439–447.
author keywords: Eigenvalue testing; Population stratification
Source: ORCID
Added: October 7, 2019
2018 journal article
A common allele in FGF21 associated with sugar intake is associated with body shape, lower total body-fat percentage, and higher blood pressure
Cell Reports, 23(2), 327–336.
Source: ORCID
Added: October 7, 2019
2018 journal article
Airway mucosal host defense is key to genomic regulation of cystic fibrosis lung disease severity
American Journal of Respiratory and Critical Care Medicine, 197(1), 79–93.
Source: ORCID
Added: October 7, 2019
2018 journal article
Additive nonlinear functional concurrent model
Statistics and Its Interface, 11(4), 669–685.
Sources: Crossref, ORCID
Added: September 5, 2019
2018 journal article
Asymptotic theory for varying coefficient regression models with dependent data
Annals of the Institute of Statistical Mathematics, 70(4), 745–759.
author keywords: Kernel smoothing; Local polynomial estimation; Spatially autoregressive errors; Varying coefficient model
Source: ORCID
Added: September 4, 2019
