Works Published in 2018

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Displaying works 41 - 60 of 234 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

On nonparametric estimation of the latent distribution for ordinal data

Computational Statistics & Data Analysis, 119, 86–98.

By: S. Ghosh n, C. Burns*, D. Prager*, L. Zhang* & G. Hui*

co-author countries: United States of America 🇺🇸
author keywords: Anderson Darling statistic; Bernstein polynomials; Quadratic programming; Survey data
Sources: Crossref, ORCID
Added: February 21, 2020

2018 journal article

Bayesian comparative study on binary time series

Journal of Statistical Computation and Simulation, 88(14), 2811–2826.

co-author countries: Singapore 🇸🇬 United States of America 🇺🇸
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.

By: A. Maity*, V. Pradhan* & U. Das*

co-author countries: India 🇮🇳 United States of America 🇺🇸
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.

co-author countries: United States of America 🇺🇸
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.

By: P. Das* & S. Ghosal n

co-author countries: United States of America 🇺🇸
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

By: E. Laber n, E. Rose n, M. Davidian n & A. Tsiatis n

co-author countries: United States of America 🇺🇸
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.

co-author countries: United States of America 🇺🇸
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.

co-author countries: China 🇨🇳 United States of America 🇺🇸
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.

By: L. Xiao n

co-author countries: United States of America 🇺🇸
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.

By: S. Chen n, L. Xiao n & A. Staicu n

co-author countries: United States of America 🇺🇸
author keywords: functional data analysis; Functional principal components analysis; hypothesis testing; linear mixed effects models; longitudinal data analysis
MeSH headings : Analysis of Variance; Computer Simulation; Data Interpretation, Statistical; Humans; Longitudinal Studies; Models, Statistical
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.

co-author countries: Australia 🇦🇺 United States of America 🇺🇸
author keywords: child health; correlation; growth; SDS
MeSH headings : Body Height / physiology; Body Weight / physiology; Child; Child Development / physiology; Child, Preschool; Female; Growth / physiology; Growth Charts; Humans; Longitudinal Studies; Male; Meta-Analysis as Topic
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.

By: S. Yang* & J. Kim

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.

By: M. Geden n, A. Staicu n & J. Feng n

co-author countries: United States of America 🇺🇸
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.

By: M. Tekbudak n, M. Alfaro-Córdoba*, A. Maity n & A. Staicu n

co-author countries: Costa Rica 🇨🇷 United States of America 🇺🇸
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.

By: E. Laber n, F. Wu n, C. Munera*, I. Lipkovich*, S. Colucci* & S. Ripa*

co-author countries: United States of America 🇺🇸
author keywords: chronic pain; flexible dosing trials; policy-search; precision medicine; Q-learning; treatment dosing regimes
MeSH headings : Analgesics, Opioid / administration & dosage; Analgesics, Opioid / adverse effects; Analgesics, Opioid / therapeutic use; Chronic Pain / drug therapy; Drug Dosage Calculations; Humans; Long-Term Care; Models, Statistical; Precision Medicine / methods; Statistics as Topic; Statistics, Nonparametric
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.

By: S. Liang n, W. Lu n & R. Song n

co-author countries: United States of America 🇺🇸
Sources: Crossref, ORCID
Added: January 13, 2020

2018 journal article

Eigenvalue Significance Testing for Genetic Association

Biometrics.

By: Y. Zhou n, J. Marron & F. Wright n

co-author countries: United States of America 🇺🇸
author keywords: Eigenvalue testing; Population stratification
MeSH headings : Computer Simulation; Cystic Fibrosis / genetics; Data Interpretation, Statistical; Genetic Association Studies / methods; Genomics / methods; Genotype; Humans; Models, Genetic; Models, Statistical
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.

By: T. Frayling, R. Beaumont, S. Jones, H. Yaghootkar, M. Tuke, K. Ruth, F. Casanova, B. West ...

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.

By: D. Polineni, H. Dang, P. Gallins, L. Jones, R. Pace, J. Stonebraker, L. Commander, J. Krenicky ...

Source: ORCID
Added: October 7, 2019

2018 journal article

Additive nonlinear functional concurrent model

Statistics and Its Interface, 11(4), 669–685.

By: J. Kim*, A. Maity n & A. Staicu n

co-author countries: United States of America 🇺🇸

Contributors: J. Kim*, A. Maity n & A. Staicu n

Sources: Crossref, ORCID
Added: September 5, 2019

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