Works Published in 2017
Displaying works 41 - 60 of 252 in total
Sorted by most recent date added to the index first, which may not be the same as publication date order.
2017 journal article
Bayesian assurance tests for degradation data
Quality and Reliability Engineering International, 33(8), 2699–2709.
author keywords: Bayesian inference; consumer's and producer's risks; Markov chain Monte Carlo; Monte Carlo integration; reliability
UN Sustainable Development Goal Categories
10. Reduced Inequalities
(OpenAlex)
Sources: Crossref, NC State University Libraries
Added: February 18, 2020
2017 journal article
Changes in vaginal community state types reflect major shifts in the microbiome
Microbial Ecology in Health and Disease, 28(1), 1303265.
TL;DR:
The results show that the CST concept is useful for studying microbiome dynamics, with healthy subjects persist in a CST for two to three weeks or more on average, while those with evidence of dysbiosis tend to change more often.
(via Semantic Scholar)
www.tandfonline.com (publisher PDF)
UN Sustainable Development Goal Categories
15. Life on Land
(OpenAlex)
Source: Crossref
Added: February 5, 2020
2017 journal article
The impact of rare variation on gene expression across tissues
Nature, 550(7675), 239–243.
MeSH headings : Bayes Theorem; Female; Gene Expression Profiling; Genetic Variation / genetics; Genome, Human / genetics; Genomics; Genotype; Humans; Male; Models, Genetic; Organ Specificity / genetics; Sequence Analysis, RNA
TL;DR:
It is demonstrated that rare variants contribute to large gene expression changes across tissues and provide an integrative method for interpretation of rare variants in individual genomes.
(via Semantic Scholar)
Sources: Crossref, NC State University Libraries
Added: January 25, 2020
2017 journal article
Dynamic landscape and regulation of RNA editing in mammals
Nature, 550(7675), 249–254.
MeSH headings : Adenosine Deaminase / genetics; Adenosine Deaminase / metabolism; Animals; Female; Genotype; HEK293 Cells; Humans; Male; Mice; Muscles / metabolism; Nuclear Proteins / metabolism; Organ Specificity / genetics; Primates / genetics; Proteolysis; RNA Editing / genetics; RNA-Binding Proteins / genetics; RNA-Binding Proteins / metabolism; Spatio-Temporal Analysis; Species Specificity; Transcriptome / genetics
TL;DR:
This work curated an extensive set of ADAR1 and ADAR2 targets and showed that many editing sites display distinct tissue-specific regulation by the ADAR enzymes in vivo, suggesting stronger cis-directed regulation of RNA editing for most sites, although the small set of conserved coding sites is under stronger trans-regulation.
(via Semantic Scholar)
UN Sustainable Development Goal Categories
15. Life on Land
(OpenAlex)
Sources: Crossref, NC State University Libraries
Added: January 25, 2020
2017 journal article
A Two-Stage Hidden Markov Model Design for Biomarker Detection, with Application to Microbiome Research
Statistics in Biosciences, 10(1), 41–58.
author keywords: Biomarker; False discovery rates; Hidden Markov model; Metagenomics; Metatranscriptomics; PCR
TL;DR:
This paper studies an efficient HMM–FDR-based two-stage design, using a simple integrated analysis procedure across the stages, and proposes a power analysis method that shows excellent performance when compared to available methods.
(via Semantic Scholar)
UN Sustainable Development Goal Categories
3. Good Health and Well-being
(Web of Science)
Sources: Crossref, NC State University Libraries
Added: January 25, 2020
2017 journal article
A Service Learning Collaborative to Build a Sustainable Enterprise for Underprivileged Women (SEuW)
Journal of Textile Design Research and Practice, 5(1), 3–16.
Sources: Crossref, NC State University Libraries
Added: January 25, 2020
2017 journal article
Dynamic prediction in functional concurrent regression with an application to child growth
Statistics in Medicine, 37(8), 1376–1388.
author keywords: covariance function; face; fPCA; longitudinal data; mixed effects; penalized splines; sparse functional data
MeSH headings : Anthropometry; Body Height; Body Weight; Child Development; Child, Preschool; Computer Simulation; Data Interpretation, Statistical; Female; Forecasting / methods; Growth; Growth Charts; Humans; Infant; Infant, Newborn; Male; Peru; Regression Analysis
TL;DR:
A dynamic functional concurrent regression model is proposed to handle the case where both the functional response and the functional predictors are irregularly measured, and shows that it provides more accurate estimation and inference than existing methods.
(via Semantic Scholar)
UN Sustainable Development Goal Categories
3. Good Health and Well-being
(Web of Science)
Sources: ORCID, NC State University Libraries
Added: January 15, 2020
2017 journal article
Fast covariance estimation for sparse functional data
Statistics and Computing, 4(3), 511–522.
author keywords: Bivariate smoothing; FACEs; fPCA
TL;DR:
The proposed method is a bivariate spline smoother that is designed for covariance smoothing and can be used for sparse functional or longitudinal data and compares favorably against several commonly used methods.
(via Semantic Scholar)
UN Sustainable Development Goal Categories
3. Good Health and Well-being
(Web of Science)
Sources: ORCID, NC State University Libraries
Added: January 15, 2020
2017 journal article
AN ACTIVITY INDEX FOR RAW ACCELEROMETRY DATA AND ITS APPLICATION IN OLDER ADULTS
Innovation in Aging, 1(suppl_1), 1239–1239.
Source: ORCID
Added: January 15, 2020
2017 journal article
Simple fixed-effects inference for complex functional models
Biostatistics, 19(2), 137–152.
author keywords: Bootstrap/resampling; Functional data; Measurement error; Smoothing and nonparametric regression
MeSH headings : Accelerometry / statistics & numerical data; Aged; Aged, 80 and over; Aging / physiology; Baltimore; Data Interpretation, Statistical; Exercise / physiology; Female; Humans; Longitudinal Studies; Middle Aged; Models, Statistical
TL;DR:
Simple inferential approaches for the fixed effects in complex functional mixed effects models are proposed and motivated by and applied to the Baltimore Longitudinal Study of Aging, though they are applicable to other studies that collect correlated functional data.
(via Semantic Scholar)
UN Sustainable Development Goal Categories
3. Good Health and Well-being
(Web of Science)
Sources: Crossref, ORCID, NC State University Libraries
Added: January 14, 2020
2017 journal article
A semiparametric inference to regression analysis with missing covariates in survey data
Statistica Sinica.
author keywords: Asymptotic linearization representation; fractional imputation; nonparametric maximum likelihood estimator; nonresponse
UN Sustainable Development Goal Categories
3. Good Health and Well-being
(Web of Science)
Sources: Crossref, NC State University Libraries
Added: January 14, 2020
2017 journal article
Biometrics, JABES and the International Biometric Society
Journal of Agricultural, Biological and Environmental Statistics, 22(3), 221–223.
Sources: Crossref, NC State University Libraries
Added: January 13, 2020
2017 journal article
A multiple imputation strategy for sequential multiple assignment randomized trials
Statistics in Medicine, 36(23), 3760–3760.
Source: Crossref
Added: January 13, 2020
2017 conference paper
Generalized Linear Model Regression under Distance-to-set Penalties
In I. Guyon, U. V. Luxburg, S. Bengio, H. Wallach, R. Fergus, S. Vishwanathan, & R. Garnett (Eds.), Neural Information Processing Systems (pp. 1385–1395). https://papers.nips.cc/paper/6737-generalized-linear-model-regression-under-distance-to-set-penalties
Ed(s): I. Guyon, U. Luxburg, S. Bengio, H. Wallach, R. Fergus, S. Vishwanathan, R. Garnett
Source: ORCID
Added: December 6, 2019
2017 journal article
Changes in vaginal community state types reflect major shifts in the microbiome
Microbial Ecology in Health and Disease, 28(1), 1303265.
Source: ORCID
Added: October 7, 2019
2017 journal article
Nonparametric functional concurrent regression models
WIREs Computational Statistics, 9(2).
Contributors: A. Maity n
TL;DR:
In the past decade, several methods have been proposed to perform estimation, prediction and inference in the nonparametric concurrent models using various methods such as spline smoothing, Gaussian process regression and local polynomial kernel regression to be useful tools in functional regression as well as stepping stone for further development.
(via Semantic Scholar)
Source: ORCID
Added: September 4, 2019
2017 article
Variable Selection Methods with Applications to Atmospheric Sciences
(2017, May 23). North Carolina State University. https://repository.lib.ncsu.edu/handle/1840.20/34318?show=full
Source: ORCID
Added: May 15, 2019
2017 journal article
The Use of Functional Data Analysis to Evaluate Activity in a Spontaneous Model of Degenerative Joint Disease Associated Pain in Cats
PLOS ONE, 12(1), e0169576.
Contributors: M. Gruen n, M. Alfaro-Córdoba n, A. Thomson n, A. Worth n, A. Staicu n & B. Lascelles n
Ed(s): J. Harezlak
MeSH headings : Accelerometry; Animals; Cat Diseases / physiopathology; Cats; Female; Male; Motor Activity / physiology; Osteoarthritis / physiopathology; Osteoarthritis / veterinary
TL;DR:
Functional data analysis provides insight into the pattern of activity in cats, and an alternative method for analyzing accelerometry data that incorporates fluctuations in activity across the day.
(via Semantic Scholar)
UN Sustainable Development Goal Categories
3. Good Health and Well-being
(Web of Science)
Sources: Crossref, NC State University Libraries, ORCID
Added: May 15, 2019
2017 dataset
Data from: The use of functional data analysis to evaluate activity in a spontaneous model of degenerative joint disease associated pain in cats
Source: ORCID
Added: May 15, 2019
2017 chapter
Uncertainty Quantification and Propagation for Projections of Extremes in Monthly Area Burned Under Climate Change: A Case Study in the Coastal Plain of Georgia, USA
In NATURAL HAZARD UNCERTAINTY ASSESSMENT: MODELING AND DECISION SUPPORT (Vol. 223, pp. 245–256).
UN Sustainable Development Goal Categories
13. Climate Action
(OpenAlex)
Sources: NC State University Libraries, NC State University Libraries
Added: December 31, 2018
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