Works Published in 2003
Displaying all 3 works
Sorted by most recent date added to the index first, which may not be the same as publication date order.
2003 journal article
Robust two-stage approach to repeated measurements analysis of chronic ozone exposure in rats
JOURNAL OF AGRICULTURAL BIOLOGICAL AND ENVIRONMENTAL STATISTICS, 8(4), 438–454.
author keywords: ANOVA; hierarchical nonlinear model; M-estimation; Michaelis-Menten; mixed effects; outlier
TL;DR:
A robust two-stage approach is used to reanalyze the repeated measurements from an experiment of airway responsiveness in rats randomized to long-term exposure at four ozone doses, finding the true effect of chronic ozone exposure may be masked by a few rats which exert undue influence on the population estimates in a nonrobust analysis.
(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: August 6, 2018
2003 journal article
Nonlinear models for repeated measurement data: An overview and update
JOURNAL OF AGRICULTURAL BIOLOGICAL AND ENVIRONMENTAL STATISTICS, 8(4), 387–419.
author keywords: hierarchical model; inter-individual variation; intra-individual variation; nonlinear mixed effects model; random effects; serial correlation; subject-specific
TL;DR:
An overview of the formulation, interpretation, and implementation of nonlinear mixed effects models and surveys recent advances and applications is presented.
(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: August 6, 2018
2003 journal article
Semiparametric estimation of treatment effect in a pretest-posttest study
BIOMETRICS, 59(4), 1046–1055.
author keywords: analysis of covariance; counterfactuals; influence function; inverse probability weighting; semiparametric model; t-test
MeSH headings : Antiviral Agents / therapeutic use; Biometry / methods; CD4 Lymphocyte Count; Clinical Trials as Topic; Computer Simulation; HIV Infections / drug therapy; Humans; Models, Statistical; Randomized Controlled Trials as Topic; Statistics, Nonparametric
TL;DR:
This work exploits recent developments in the literature on missing data and causal inference to derive the class of all consistent treatment effect estimators, identify the most efficient such estimator, and outline strategies for implementation of estimators that may improve on popular methods.
(via Semantic Scholar)
UN Sustainable Development Goal Categories
3. Good Health and Well-being
(Web of Science; OpenAlex)
Sources: Web Of Science, ORCID
Added: August 6, 2018
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