Jacqueline M. Hughes-Oliver
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Works (24)
Updated: July 12th, 2023 21:19
2022 journal article
Confidence bands and hypothesis tests for hit enrichment curves
JOURNAL OF CHEMINFORMATICS, 14(1).
author keywords: Virtual screening; Enrichment factor; Lift curve; Early enrichment; Ranking algorithm; Empirical process
jcheminf.biomedcentral.com (publisher PDF)
Source: Web Of Science
Added: August 8, 2022
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
Source: Web Of Science
Added: January 14, 2019
2018 journal article
chemmodlab: a cheminformatics modeling laboratoryR package for fitting and assessing machine learning models
JOURNAL OF CHEMINFORMATICS, 10.
author keywords: Machine learning; QSAR; R package; Initial enhancement; Enrichment factor; Accumulation curve; Hit enrichment curve; Repeated cross-validation
Source: Web Of Science
Added: December 10, 2018
2017 journal article
Mentoring to achieve diversity in graduate programs
American Statistician, 71(1), 55–60.
Source: NC State University Libraries
Added: August 6, 2018
2013 journal article
Analysis of High-Dimensional Structure-Activity Screening Datasets Using the Optimal Bit String Tree
Technometrics, 55(2), 161–173.
author keywords: Classification; Drug discovery; High throughput screening; Prediction; QSAR; Simulated annealing
Source: Crossref
Added: February 24, 2020
2013 journal article
Predicting skin permeability from complex chemical mixtures: incorporation of an expanded QSAR model
SAR and QSAR in Environmental Research, 24(9), 711–731.
author keywords: Abraham's LFER model; adjusted Q(LOO)(2); expanded LFER model; leave-one-solute-out; QSAR
MeSH headings : Complex Mixtures / pharmacokinetics; Permeability; Quantitative Structure-Activity Relationship; Skin / drug effects
Sources: Crossref, Web Of Science
Added: August 6, 2018
2013 journal article
Selection of appropriate training and validation set chemicals for modelling dermal permeability by U-optimal design
SAR and QSAR in Environmental Research, 24(2), 135–156.
author keywords: QSAR model; training set selection; Baynes' Rule; U-optimal design; principal component analysis (PCA); applicability domain (AD)
MeSH headings : Chemistry / methods; Inorganic Chemicals / chemistry; Inorganic Chemicals / pharmacokinetics; Models, Statistical; Organic Chemicals / chemistry; Organic Chemicals / pharmacokinetics; Permeability; Quantitative Structure-Activity Relationship; Skin / drug effects
Sources: Crossref, Web Of Science
Added: August 6, 2018
2011 journal article
Quantifying Local Creation and Regional Transport Using a Hierarchical Space-Time Model of Ozone as a Function of Observed NOx , a Latent Space-Time VOC Process, Emissions, and Meteorology
JOURNAL OF AGRICULTURAL BIOLOGICAL AND ENVIRONMENTAL STATISTICS, 16(1), 17–44.
author keywords: Air pollution; Precursors; Space-time model; Transport; Volatile organic compounds
Source: Web Of Science
Added: August 6, 2018
2010 journal article
Uncertainty adjustments to deterministic atmospheric dispersion models
International Journal of Environment and Pollution, 42(1-3), 85–106.
Source: NC State University Libraries
Added: August 6, 2018
2009 journal article
A Model-Based Ensembling Approach for Developing QSARs
JOURNAL OF CHEMICAL INFORMATION AND MODELING, 49(8), 1857–1865.
MeSH headings : Computer Simulation; Models, Chemical; Quantitative Structure-Activity Relationship
Source: Web Of Science
Added: August 6, 2018
2009 journal article
An autoregressive point source model for spatial processes
ENVIRONMETRICS, 20(5), 575–594.
author keywords: Bayesian inference; correlation nonstationarity; heterogeneity; hierarchical model; random effect; variance nonstationarity
Sources: Web Of Science, ORCID
Added: August 6, 2018
2007 journal article
Domain-enhanced analysis of microarray data using GO annotations
BIOINFORMATICS, 23(10), 1225–1234.
MeSH headings : Burkitt Lymphoma / genetics; Computational Biology; Computer Simulation; Gene Expression Profiling; Humans; Leukemia-Lymphoma, Adult T-Cell / genetics; Oligonucleotide Array Sequence Analysis; Sensitivity and Specificity; Software
Source: Web Of Science
Added: August 6, 2018
2006 journal article
Statistical design of pools using optimal coverage and minimal collision
TECHNOMETRICS, 48(1), 133–143.
author keywords: drug discovery; high-throughput screening; molecular descriptor; pooling experiment; Tanimoto similarity; uniform cell coverage design
Source: Web Of Science
Added: August 6, 2018
2002 journal article
A factorial design to optimize cell-based drug discovery analysis
JOURNAL OF CHEMICAL INFORMATION AND COMPUTER SCIENCES, 42(5), 1221–1229.
MeSH headings : Anti-HIV Agents / chemistry; Anti-HIV Agents / pharmacology; Cells; Computer Simulation; Databases, Factual; Drug Design; Drug Evaluation, Preclinical / statistics & numerical data; Humans; Microbial Sensitivity Tests / statistics & numerical data; Quantitative Structure-Activity Relationship
Source: Web Of Science
Added: August 6, 2018
2001 journal article
Statistical decoding of potent pools based on chemical structure
Biometrics, 57(3), 922–930.
MeSH headings : Biological Assay / statistics & numerical data; Biometry; Drug Design; Drug Evaluation, Preclinical / statistics & numerical data; Likelihood Functions; Models, Statistical; Molecular Structure
Source: NC State University Libraries
Added: August 6, 2018
2000 journal article
Efficient estimation of the prevalence of multiple rare traits
BIOMETRIKA, 87(2), 315–327.
author keywords: adaptive design; compound D-optimality; general equivalence theorem; group testing; optimum design; pooled testing
Source: Web Of Science
Added: August 6, 2018
2000 journal article
How large does n have to be for Z and t intervals?
AMERICAN STATISTICIAN, 54(2), 121–128.
author keywords: central limit theorem; confidence interval; convergence to normality; Edgeworth expansion; kurtosis; skewness; t statistic
Source: Web Of Science
Added: August 6, 2018
1999 journal article
A random coefficient degradation model with ramdom sample size
LIFETIME DATA ANALYSIS, 5(2), 173–183.
author keywords: degradation; least squares; maximum likelihood estimation
MeSH headings : Computer Simulation; Least-Squares Analysis; Likelihood Functions; Manufactured Materials / statistics & numerical data; Models, Theoretical; Quality Control; Sampling Studies; Semiconductors / statistics & numerical data
Source: Web Of Science
Added: August 6, 2018
1999 journal article
Modeling restricted bivariate censored lowflow data
ENVIRONMETRICS, 10(2), 125–136.
author keywords: censored regression; model selection; maximum likelihood estimation
Source: Web Of Science
Added: August 6, 2018
1999 journal article
Parametric covariance models for shock-induced stochastic processes
JOURNAL OF STATISTICAL PLANNING AND INFERENCE, 77(1), 51–72.
author keywords: point source; covariance nonstability; mean squared prediction error
Source: Web Of Science
Added: August 6, 2018
1998 journal article
Achieving uniformity in a semiconductor fabrication process using spatial modeling
JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION, 93(441), 36–45.
author keywords: nonstationary correlation; optimality criteria; repeatability; restricted maximum likelihood; spatial correlation; variance modeling
Source: Web Of Science
Added: August 6, 2018
1998 journal article
Applications of Basu's theorem
AMERICAN STATISTICIAN, 52(3), 218–221.
author keywords: ancillary statistic; Behrens-Fisher problem; complete family; Monte Carlo swindle; pivotal quantity; sufficient statistic
Source: Web Of Science
Added: August 6, 2018
1998 journal article
Asymptotic properties of maximum likelihood estimates for a bivariate exponential distribution and mixed censored data
METRIKA, 48(2), 109–125.
author keywords: asymptotic theory; Marshall-Olkin distribution; concomitants of order statistics; life-testing; maximum likelihood estimation
Source: Web Of Science
Added: August 6, 2018
1998 journal article
Parametric nonstationary correlation models
STATISTICS & PROBABILITY LETTERS, 40(3), 267–278.
author keywords: anisotropy; point source; pollution monitoring; positive semidefinite kernel; positive semidefinite matrix; semi-conductor fabrication
Source: Web Of Science
Added: August 6, 2018
