Works Published in 2010
Displaying works 61 - 80 of 186 in total
Sorted by most recent date added to the index first, which may not be the same as publication date order.
2010 chapter
Experimental Statistics for biological sciences
In H. Bang, X. K. Zhou, H. L. Van Epps, & M. Mazumdar (Eds.), Statistical Methods in Molecular Biology (pp. 3–104). New York: Springer (Humana Press).
Ed(s): H. Bang, X. Zhou, H. Van Epps & M. Mazumdar
Source: NC State University Libraries
Added: January 27, 2020
2010 chapter
Doubly robust estimation of treatment effects
In D. Faries, A. Leon, J. M. Haro, & R. Obenchain (Eds.), Analysis of Observational Health-Care Data Using SAS. Cary, NC: SAS Press.
Ed(s): D. Faries, A. Leon, J. Haro & R. Obenchain
Source: NC State University Libraries
Added: January 27, 2020
2010 journal article
Sure independence screening in generalized linear models with NP-dimensionality
The Annals of Statistics, 38(6), 3567–3604.
author keywords: Generalized linear models; independent learning; sure independent screening; variable selection
TL;DR:
It is shown that the proposed methods also possess the sure screening property with vanishing false selection rate, which justifies the applicability of such a simple method in a wide spectrum.
(via Semantic Scholar)
doi.org (publisher)
Sources: Crossref, NC State University Libraries
Added: January 20, 2020
2010 journal article
Statistical Inference for a Two-Stage Outcome-Dependent Sampling Design with a Continuous Outcome
Biometrics, 67(1), 194–202.
author keywords: Biased sampling; Empirical likelihood; Outcome dependent; Sample size; Two-stage design
MeSH headings : Algorithms; Biometry / methods; Case-Control Studies; Computer Simulation; Data Interpretation, Statistical; Epidemiologic Methods; Models, Statistical; Outcome Assessment, Health Care / methods
TL;DR:
A semiparametric empirical likelihood estimation for inference about the regression parameters in the proposed design of a new two-stage outcome-dependent sampling (ODS) scheme with a continuous outcome variable is developed.
(via Semantic Scholar)
UN Sustainable Development Goal Categories
3. Good Health and Well-being
(OpenAlex)
Sources: Crossref, NC State University Libraries
Added: January 20, 2020
2010 journal article
TL;DR:
The model of the article in question is restrictive, and it is not clear to this discussant as to how the several questions the article hopes to answer can be formally addressed, given the model of Section 2.
(via Semantic Scholar)
Source: ORCID
Added: December 7, 2019
2010 journal article
Soil respiration and ecosystem carbon stocks in New England forests with varying soil drainage
Northeastern Naturalist, 17(3), 437–455.
UN Sustainable Development Goal Categories
15. Life on Land
(OpenAlex)
Source: ORCID
Added: October 18, 2019
2010 chapter
Proportional Hazards Regression Using Bayesian Kernel Machines
In Bayesian Modeling in Bioinformatics.
Source: ORCID
Added: September 4, 2019
2010 journal article
Reduced Rank Mixed Effects Models for Spatially Correlated Hierarchical Functional Data
Journal of the American Statistical Association, 105(489), 390â400.
Contributors: L. Zhou *, J. Huang *, J. Martinez*, R. Carroll *, A. Maity* & V. Baladandayuthapani *
author keywords: Longitudinal data; Penalized splines; Principal components; Reduced rank models
TL;DR:
This work proposes a general framework of functional mixed effects model for within-unit and within-subunit variations are modeled through two separate sets of principal components; the subunit level functions are allowed to be correlated.
(via Semantic Scholar)
Source: ORCID
Added: September 4, 2019
2010 conference paper
Particulate Air Pollution Modifies Methylation Of NFKb Pathways
C16. GENETICS OF LUNG DISEASE AND GENE: ENVIRONMENT INTERACTIONS, 5.
Source: ORCID
Added: September 4, 2019
2010 journal article
Glycine and a Glycine Dehydrogenase (GLDC) SNP as Citalopram/Escitalopram Response Biomarkers in Depression: Pharmacometabolomics-Informed Pharmacogenomics
Clinical Pharmacology & Therapeutics, 89(1), 97–104.
MeSH headings : Biomarkers, Pharmacological / blood; Cell Line; Chromosomes, Human, Pair 9 / genetics; Citalopram / therapeutic use; DNA-Binding Proteins / metabolism; Depressive Disorder, Major / blood; Depressive Disorder, Major / drug therapy; Depressive Disorder, Major / genetics; Drug Monitoring / methods; Female; Genetic Association Studies; Glycine / blood; Glycine / metabolism; Glycine Dehydrogenase (Decarboxylating) / genetics; Humans; Introns / genetics; Linkage Disequilibrium; Male; Metabolome / drug effects; Nuclear Proteins / metabolism; Polymorphism, Single Nucleotide; Selective Serotonin Reuptake Inhibitors / therapeutic use
TL;DR:
A possible role for glycine in SSRI response is highlighted and the use of pharmacometabolomics‐informed pharmacogenomic research strategy to identify citalopram/escitaloprams treatment outcome biomarkers is illustrated to “inform” pharmacogenomics.
(via Semantic Scholar)
UN Sustainable Development Goal Categories
3. Good Health and Well-being
(Web of Science; OpenAlex)
Source: Crossref
Added: July 28, 2019
2010 journal article
Lipidomic analysis of variation in response to simvastatin in the Cholesterol and Pharmacogenetics Study
Metabolomics, 6(2), 191–201.
author keywords: Cardiovascular disease; Lipidomics; Metabolomics; Pharmacogenomics; Pharmacometabolomics; Simvastatin
TL;DR:
There was no overlap of lipids whose changes correlated with LDL-C or CRP responses to simvastatin suggesting that distinct metabolic pathways govern statin effects on these two biomarkers.
(via Semantic Scholar)
UN Sustainable Development Goal Categories
3. Good Health and Well-being
(Web of Science; OpenAlex)
Source: Crossref
Added: July 20, 2019
2010 journal article
Comparación metodológica de encuestas vía telefonía fija y celular en Costa Rica
Revista De Ciencias Económicas. https://revistas.ucr.ac.cr/index.php/economicas/article/view/7064/6749
Source: ORCID
Added: May 15, 2019
2010 conference paper
Evaluation of distribution fault diagnosis algorithms using ROC curves
Ieee power and energy soceity general meeting 2010.
TL;DR:
Experimental results show that AIRS performs best most of the time and ANN is potentially a good algorithm with a proper decision threshold, and the application of Receiver Operating Characteristic (ROC) curves in evaluating distribution fault diagnosis performance.
(via Semantic Scholar)
Source: NC State University Libraries
Added: August 6, 2018
2010 journal article
Bayesian Variable Selection for Multivariate Spatially Varying Coefficient Regression
BIOMETRICS, 66(3), 772–782.
author keywords: Bayesian variable selection; Physical activity; Spatial data; Truncated data; Zero-inflation
MeSH headings : Bayes Theorem; Female; Health Behavior; Humans; Motor Activity; North Carolina; Pregnancy / physiology; Residence Characteristics; Social Environment
TL;DR:
One of the first studies of pregnant women that examines the impact of characteristics of the built environment on physical activity levels is considered, finding that individual‐level covariates had a greater influence on women's activity levels than neighborhood environmental characteristics, and some individuals had spatially varying associations with the activity levels of pregnantWomen.
(via Semantic Scholar)
UN Sustainable Development Goal Categories
3. Good Health and Well-being
(Web of Science; OpenAlex)
Sources: Web Of Science, NC State University Libraries
Added: August 6, 2018
2010 review
Auriculotherapy for Pain Management: A Systematic Review and Meta-Analysis of Randomized Controlled Trials
[Review of ]. JOURNAL OF ALTERNATIVE AND COMPLEMENTARY MEDICINE, 16(10), 1097–1108.
MeSH headings : Acupuncture, Ear; Analgesia; Humans; Pain Management; Pain Measurement; Perioperative Period; Randomized Controlled Trials as Topic
TL;DR:
Auriculotherapy may be effective for the treatment of a variety of types of pain, especially postoperative pain, however, a more accurate estimate of the effect will require further large, well-designed trials.
(via Semantic Scholar)
UN Sustainable Development Goal Categories
3. Good Health and Well-being
(Web of Science)
Source: Web Of Science
Added: August 6, 2018
2010 journal article
Multiple Imputation Approaches for the Analysis of Dichotomized Responses in Longitudinal Studies with Missing Data
BIOMETRICS, 66(4), 1202–1208.
author keywords: Logistic regression; Missing data; Multiple imputation; Repeated measures
MeSH headings : Bayes Theorem; Biometry / methods; Humans; Likelihood Functions; Logistic Models; Longitudinal Studies / statistics & numerical data; Time Factors
TL;DR:
It is proposed to apply degrees of freedom to account for the uncertainty associated with variance-covariance parameter estimates for the repeated measures model to be more efficient.
(via Semantic Scholar)
UN Sustainable Development Goal Categories
3. Good Health and Well-being
(Web of Science)
16. Peace, Justice and Strong Institutions
(OpenAlex)
Source: Web Of Science
Added: August 6, 2018
2010 journal article
Joint Variable Selection for Fixed and Random Effects in Linear Mixed-Effects Models
BIOMETRICS, 66(4), 1069–1077.
Contributors: H. Bondell n, A. Krishna n & S. Ghosh n
author keywords: Adaptive LASSO; Constrained EM algorithm; Linear mixed model; Modified Cholesky decomposition; Penalized likelihood; Variable selection
MeSH headings : Algorithms; Biometry / methods; Computer Simulation; Humans; Likelihood Functions; Linear Models; Models, Statistical
TL;DR:
This method is based on a penalized joint log likelihood with an adaptive penalty for the selection and estimation of both the fixed and random effects and enjoys the Oracle property, in that, asymptotically it performs as well as if the true model was known beforehand.
(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, ORCID, NC State University Libraries
Added: August 6, 2018
2010 journal article
Impact of Storm-Water Runoff on Clogging and Fecal Bacteria Reduction in Sand Columns
JOURNAL OF ENVIRONMENTAL ENGINEERING, 136(12), 1435–1441.
author keywords: Sand columns; Escherichia coli; Storm water; Runoff; Ocean outfalls; Seepage rate
UN Sustainable Development Goal Categories
6. Clean Water and Sanitation
(Web of Science)
11. Sustainable Cities and Communities
(Web of Science)
14. Life Below Water
(OpenAlex)
Source: Web Of Science
Added: August 6, 2018
2010 journal article
Design and Analysis of Multiple Events Case-Control Studies
BIOMETRICS, 66(4), 1220–1229.
author keywords: Case-cohort study; Multiple events case-control study; Nested case-control study; Sampling from a cohort; Semiparametric efficient estimator
MeSH headings : Administration, Oral; Biometry / methods; Case-Control Studies; Humans; Phosphates / administration & dosage; Phosphates / adverse effects; Renal Insufficiency, Chronic / chemically induced; Research Design / statistics & numerical data
TL;DR:
It is shown that the gain in efficiency by using the new design of multiple events case–control studies is substantial in many situations and three general estimating‐equation‐based approaches to analyzing data from these studies are developed.
(via Semantic Scholar)
UN Sustainable Development Goal Categories
3. Good Health and Well-being
(Web of Science)
Source: Web Of Science
Added: August 6, 2018
2010 journal article
An optimal and near-optimal strategy to selecting individuals for transfer in captive breeding programs
BIOLOGICAL CONSERVATION, 143(11), 2858–2863.
author keywords: Minimum kinship; Maximum genetic diversity; Relocation; Reintroductions
TL;DR:
A quadratic integer programming (IP) model is proposed to identify a group of individuals to transfer that maximizes genetic diversity within two subpopulations and a local improvement algorithm (LIA) is developed to efficiently provide near-optimal solutions when the number of transferred individuals increases.
(via Semantic Scholar)
UN Sustainable Development Goal Categories
15. Life on Land
(Web of Science; OpenAlex)
Source: Web Of Science
Added: August 6, 2018
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