Works Published in 2018
Displaying works 61 - 80 of 235 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
Additive nonlinear functional concurrent model
Statistics and Its Interface, 11(4), 669–685.
TL;DR:
A flexible regression model is proposed to study the association between a functional response and multiple functional covariates that are observed on the same domain by relating the mean of the current response to current values of the covariates by a sum of smooth unknown bivariate functions.
(via Semantic Scholar)
www.ncbi.nlm.nih.gov (repository)
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.
Contributors: S. Bandyopadhyay * & A. Maity n
author keywords: Kernel smoothing; Local polynomial estimation; Spatially autoregressive errors; Varying coefficient model
UN Sustainable Development Goal Categories
3. Good Health and Well-being
(Web of Science)
Source: ORCID
Added: September 4, 2019
2018 journal article
A Powerful Test for SNP Effects on Multivariate Binary Outcomes Using Kernel Machine Regression
Statistics in Biosciences, 10(1), 117–138.
Contributors: C. Davenport*, A. Maity n , P. Sullivan * & J. Tzeng n
author keywords: Correlated binary responses; Generalized estimating equations; IBS kernel; Kernel machine; Non-parametric regression
TL;DR:
A score-based test using a non-parametric modeling framework that jointly models the global effect of the marker set and accounts for the non-linear effects and potentially complicated interaction between markers using reproducing kernels is developed.
(via Semantic Scholar)
UN Sustainable Development Goal Categories
3. Good Health and Well-being
(Web of Science)
Source: ORCID
Added: September 4, 2019
2018 journal article
Uncertainty Quantification in Robust Inference for Irregularly Spaced Spatial Data Using Block Bootstrap
SANKHYA-SERIES A-MATHEMATICAL STATISTICS AND PROBABILITY, 80, 173–221.
author keywords: Increasing domain asymptotics; Infill sampling; Random field; Resampling method; Strong mixing; Spatial sampling design
UN Sustainable Development Goal Categories
3. Good Health and Well-being
(Web of Science)
Source: Web Of Science
Added: July 15, 2019
2018 journal article
Bayesian Discriminant Analysis Using a High Dimensional Predictor
Sankhya A, 80(S1), 112–145.
author keywords: Discriminant analysis; High dimensional predictor; Posterior concentration; Shrinkage prior; Sparsity
TL;DR:
This work considers the problem of Bayesian discriminant analysis using a high dimensional predictor and obtains the contraction rate of the posterior distribution for the mean and the precision matrix respectively using the Euclidean and the Frobenius distance.
(via Semantic Scholar)
UN Sustainable Development Goal Categories
3. Good Health and Well-being
(Web of Science)
10. Reduced Inequalities
(OpenAlex)
Sources: Web Of Science, Crossref
Added: July 15, 2019
2018 journal article
Principal quantile regression for sufficient dimension reduction with heteroscedasticity
ELECTRONIC JOURNAL OF STATISTICS, 12(2), 2114–2140.
author keywords: Heteroscedasticity; kernel quantile regression; principal quantile regression; sufficient dimension reduction
TL;DR:
A new SDR method called principal quantile regression (PQR) is proposed that efficiently and competitively tackles heteroscedasticity and can naturally be extended to a nonlinear version via kernel trick.
(via Semantic Scholar)
UN Sustainable Development Goal Categories
3. Good Health and Well-being
(Web of Science)
Source: Web Of Science
Added: March 25, 2019
2018 article
Applications of Psychological Science for Actionable Analytics
ESEC/FSE'18: PROCEEDINGS OF THE 2018 26TH ACM JOINT MEETING ON EUROPEAN SOFTWARE ENGINEERING CONFERENCE AND SYMPOSIUM ON THE FOUNDATIONS OF SOFTWARE ENGINEERING, pp. 456–467.
author keywords: Decision trees; heuristics; software analytics; psychological science; empirical studies; defect prediction
TL;DR:
Assessment of Fast-and-Frugal Trees for software analytics finds that FFTs are remarkably effective in that their models are very succinct (5 lines or less describing a binary decision tree) while also outperforming result from very recent, top-level, conference papers.
(via Semantic Scholar)
Source: Web Of Science
Added: March 25, 2019
2018 journal article
Bayesian classification of multiclass functional data
ELECTRONIC JOURNAL OF STATISTICS, 12(2), 4669–4696.
author keywords: Multiclass functional data; multinomial probit models; B-splines; posterior contraction rate; discriminant analysis
TL;DR:
A Bayesian approach to estimating parameters in multiclass functional models is proposed and Bayesian linear and quadratic discriminant analyses on the multivariate data obtained by applying a functional principal component technique on the original functional data are considered.
(via Semantic Scholar)
UN Sustainable Development Goal Categories
3. Good Health and Well-being
(Web of Science)
10. Reduced Inequalities
(OpenAlex)
Source: Web Of Science
Added: March 25, 2019
2018 article
Modeling Dependence in Evolutionary Inference for Proteins
RESEARCH IN COMPUTATIONAL MOLECULAR BIOLOGY, RECOMB 2018, Vol. 10812, pp. 122–137.
author keywords: Protein structure; Evolution; Dynamic programming; Phylogeny; Diffusion process
TL;DR:
It is demonstrated that this extended, site-dependent model (SDM), extended to account for correlated evolutionary drift among neighboring amino acid positions, yields a significant reduction of bias in estimated evolutionary distances and helps further improve phylogenetic tree reconstruction.
(via Semantic Scholar)
UN Sustainable Development Goal Categories
15. Life on Land
(Web of Science)
Source: Web Of Science
Added: March 18, 2019
2018 journal article
Optimal two-stage dynamic treatment regimes from a classification perspective with censored survival data
BIOMETRICS, 74(4), 1180–1192.
author keywords: Doubly robust; Inverse probability weighting; Optimal treatment regime; Sequential multiple assignment randomized trial; Support vector machine; Value search
MeSH headings : Acute Disease; Algorithms; Biometry / methods; Computer Simulation; Decision Support Techniques; Humans; Leukemia; Outcome Assessment, Health Care / methods; Outcome Assessment, Health Care / standards; Randomized Controlled Trials as Topic; Support Vector Machine; Survival Analysis
TL;DR:
A method for estimation of an optimal regime involving two decision points when the outcome of interest is a censored survival time is proposed, based on maximizing a locally efficient, doubly robust, augmented inverse probability weighted estimator for average outcome over a class of regimes.
(via Semantic Scholar)
UN Sustainable Development Goal Categories
3. Good Health and Well-being
(Web of Science)
16. Peace, Justice and Strong Institutions
(OpenAlex)
Sources: Web Of Science, NC State University Libraries
Added: February 25, 2019
2018 journal article
Interpretable Dynamic Treatment Regimes
JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION, 113(524), 1541–1549.
author keywords: Decision lists; Interpretability; Precision medicine; Research-practice gap; Treatment regimes; Tree-based methods
TL;DR:
An estimator of an optimal treatment regime composed of a sequence of decision rules, each expressible as a list of “if-then” statements that can be presented as either a paragraph or as a simple flowchart that is immediately interpretable to domain experts is proposed.
(via Semantic Scholar)
UN Sustainable Development Goal Categories
3. Good Health and Well-being
(Web of Science)
Sources: Web Of Science, NC State University Libraries
Added: February 18, 2019
2018 journal article
A Massive Data Framework for M-Estimators with Cubic-Rate
Journal of the American Statistical Association, 113(524), 1698–1709.
author keywords: Cubic rate asymptotics; Divide and conquer; M-estimators; Massive data
TL;DR:
Under certain condition on the growing rate of the number of subgroups, the resulting aggregated estimators are shown to have faster convergence rate and asymptotic normal distribution, which are more tractable in both computation and inference than the original M-estimators based on pooled data.
(via Semantic Scholar)
UN Sustainable Development Goal Categories
3. Good Health and Well-being
(Web of Science)
Sources: Web Of Science, ORCID, Crossref
Added: February 18, 2019
2018 journal article
Permutation and Grouping Methods for Sharpening Gaussian Process Approximations
TECHNOMETRICS, 60(4), 415–429.
author keywords: Conditional simulation; Kriging; Parallel computation; Spatial-temporal data; Vecchia's approximation
TL;DR:
It is demonstrated the surprising result that random orderings can give dramatically sharper approximations than default coordinate-based orderings, including tapered covariances and stochastic partial differential equations.
(via Semantic Scholar)
UN Sustainable Development Goal Categories
2. Zero Hunger
(Web of Science)
Source: Web Of Science
Added: February 18, 2019
2018 journal article
Reduced Target Facilitation and Increased Distractor Suppression During Mind Wandering
EXPERIMENTAL PSYCHOLOGY, 65(6), 345–352.
author keywords: mind wandering; target facilitation; distractor suppression; perceptual decoupling
MeSH headings : Adolescent; Adult; Attention / physiology; Female; Humans; Male; Perception / physiology; Young Adult
TL;DR:
Findings suggest that rather than perceptual decoupling globally suppressing all stimuli, it is more selective, falling in line with evidence on strong top-down modulation.
(via Semantic Scholar)
Sources: Web Of Science, ORCID
Added: January 28, 2019
2018 journal article
Periconceptional Maternal Mediterranean Diet Is Associated With Favorable Offspring Behaviors and Altered CpG Methylation of Imprinted Genes
FRONTIERS IN CELL AND DEVELOPMENTAL BIOLOGY, 6.
TL;DR:
In this ethnically diverse cohort, maternal adherence to a Mediterranean diet in early pregnancy was associated with favorable neurobehavioral outcomes in early childhood and with sex-dependent methylation differences of MEG3, IGF2, and SGCE/PEG10 DMRs.
(via Semantic Scholar)
UN Sustainable Development Goal Categories
3. Good Health and Well-being
(Web of Science)
Source: NC State University Libraries
Added: January 21, 2019
2018 journal article
INHALANT ANESTHETIC RECOVERY FOLLOWING INTRAMUSCULAR EPINEPHRINE IN THE LOGGERHEAD SEA TURTLE (CARETTA CARETTA)
JOURNAL OF ZOO AND WILDLIFE MEDICINE, 49(3), 680–688.
author keywords: Anesthesia; Caretta caretta; epinephrine; inhalant; recovery; sea turtle
MeSH headings : Anesthesia Recovery Period; Anesthetics, Inhalation / administration & dosage; Anesthetics, Inhalation / pharmacology; Animals; Cross-Over Studies; Epinephrine / administration & dosage; Epinephrine / pharmacology; Isoflurane / administration & dosage; Isoflurane / pharmacology; Pregnanediones / administration & dosage; Pregnanediones / pharmacology; Random Allocation; Sympathomimetics / administration & dosage; Sympathomimetics / pharmacology; Turtles / physiology
TL;DR:
Intramuscular epinephrine significantly reduces time to first movement during isoflurane anesthetic recovery in loggerhead sea turtles, and time to extubation was at least 30 min faster in 4/6 turtles following epinphrine compared with saline.
(via Semantic Scholar)
UN Sustainable Development Goal Categories
13. Climate Action
(Web of Science)
14. Life Below Water
(Web of Science; OpenAlex)
15. Life on Land
(Web of Science)
Source: Web Of Science
Added: January 21, 2019
2018 review
Improving the generation and selection of virtual populations in quantitative systems pharmacology models
[Review of ]. PROGRESS IN BIOPHYSICS & MOLECULAR BIOLOGY, 139, 15–22.
author keywords: Global optimization; Acceptance rejection sampling; Mathematical modeling; Ordinary differential equations; Genetic algorithm; Metropolis-Hastings
MeSH headings : Algorithms; Models, Biological; Pharmacology / methods; Systems Biology / methods; Uncertainty; User-Computer Interface
UN Sustainable Development Goal Categories
3. Good Health and Well-being
(Web of Science)
Source: Web Of Science
Added: January 14, 2019
2018 journal article
Identifying and Estimating Persistent Items in Data Streams
IEEE-ACM TRANSACTIONS ON NETWORKING, 26(6), 2429–2442.
author keywords: Persistent item; identification; estimation; Bloom filter; Raptor code
TL;DR:
This paper proposes a novel scheme, PIE, that can not only accurately identify each persistent item with a probability greater than any desired false negative rate (FNR), but can also accurately estimate the number of occurrences of each persistence item.
(via Semantic Scholar)
UN Sustainable Development Goal Categories
9. Industry, Innovation and Infrastructure
(Web of Science)
Source: Web Of Science
Added: January 14, 2019
2018 journal article
Skin Permeation of Solutes from Metalworking Fluids to Build Prediction Models and Test A Partition Theory
MOLECULES, 23(12).
author keywords: leave-one-solute-out (LOSO) cross-validation; leave-one-out (LOO) cross-validation; linear free-energy relationship (LFER) model; membrane-coated fiber (MCF) approach; partition coefficient; quantitative structure-activity relationship (QSAR); metalworking fluid
MeSH headings : Algorithms; Metals / metabolism; Models, Theoretical; Permeability; Reproducibility of Results; Skin Physiological Phenomena
TL;DR:
Using the membrane-coated fiber as a solid phase membrane extraction (SPME) approach to simulate skin permeation, partition coefficients for 37 solutes under 90 treatment combinations that could broadly represent formulations that could be associated with occupational skin exposure are obtained.
(via Semantic Scholar)
UN Sustainable Development Goal Categories
3. Good Health and Well-being
(Web of Science)
Source: Web Of Science
Added: January 14, 2019
2018 journal article
A contingency table approach based on nearest neighbour relations for testing self and mixed correspondence
SORT-STATISTICS AND OPERATIONS RESEARCH TRANSACTIONS, 42(2), 125–157.
author keywords: Association; complete spatial randomness; habitat/niche specificity; independence; random labelling; segregation
UN Sustainable Development Goal Categories
15. Life on Land
(Web of Science)
Source: Web Of Science
Added: January 14, 2019
Citation Index includes data from a number of different sources. If you have questions about the sources of data in the Citation Index or need a set of data which is free to re-distribute, please contact us.
Certain data included herein are derived from the Web of Science© and InCites© (2024) of Clarivate Analytics. All rights reserved. You may not copy or re-distribute this material in whole or in part without the prior written consent of Clarivate Analytics.
