Pharmacometric estimation methods for aggregate data, including data simulated from other pharmacometric models
Sign Up to like & getrecommendations! Published in 2021 at "Journal of Pharmacokinetics and Pharmacodynamics"
DOI: 10.1007/s10928-021-09760-1
Abstract: Graphic abstract Lack of data is an obvious limitation to what can be modelled. However, aggregate data in the form of means and possibly (co)variances, as well as previously published pharmacometric models, are often available.… read more here.
Keywords: estimation; data generating; pharmacometric models; aggregate data ... See more keywords
Deciding between the Covariance Analytical Approach and the Change-Score Approach in Two Wave Panel Data
Sign Up to like & getrecommendations! Published in 2020 at "Multivariate Behavioral Research"
DOI: 10.1080/00273171.2020.1726723
Abstract: Abstract The manuscript focuses on effects in nonrandomized studies with two outcome measurement occasions and one explanatory variable, and in which groups already differ at the pretest. Such study designs are often encountered in educational… read more here.
Keywords: covariance analytical; instruction effect; data generating; approach ... See more keywords
Countering the Curse of Dimensionality: Exploring Data-generating Mechanisms Through Participant Observation and Mechanistic Modeling.
Sign Up to like & getrecommendations! Published in 2019 at "Epidemiology"
DOI: 10.1097/ede.0000000000001025
Abstract: Epidemiology • Volume 30, Number 4, July 2019 www.epidem.com | 609 From the aSchool of Public Health, University of California, Berkeley, CA; bDepartment of Anthropology, Trinity College, Hartford, CT; and cSchool of Public Health, University… read more here.
Keywords: exploring data; dimensionality exploring; curse dimensionality; data generating ... See more keywords