Bayesian latent variable models for hierarchical clustered count outcomes with repeated measures in microbiome studies
Sign Up to like & getrecommendations! Published in 2017 at "Genetic Epidemiology"
DOI: 10.1002/gepi.22031
Abstract: Motivated by the multivariate nature of microbiome data with hierarchical taxonomic clusters, counts that are often skewed and zero inflated, and repeated measures, we propose a Bayesian latent variable methodology to jointly model multiple operational… read more here.
Keywords: models hierarchical; variable models; bayesian latent; repeated measures ... See more keywords
Preschool children’s early writing: repeated measures reveal growing but variable trajectories
Sign Up to like & getrecommendations! Published in 2019 at "Reading and Writing"
DOI: 10.1007/s11145-018-9893-y
Abstract: AbstractFindings from education to neuroscience highlight the role of young children’s print-related skills, including early writing, in predicting and enhancing the development of their later literacy abilities. However, the field lacks standardized, comprehensive measures with… read more here.
Keywords: writing repeated; early writing; measures reveal; repeated measures ... See more keywords
Purpose and coping with adversity: A repeated measures, mixed-methods study with young adolescents.
Sign Up to like & getrecommendations! Published in 2019 at "Journal of adolescence"
DOI: 10.1016/j.adolescence.2019.07.015
Abstract: INTRODUCTION Purpose in life is associated with positive outcomes following adversity, but the mechanisms of this relationship are unclear. In this repeated measures, mixed-methods study, we examined the relationship of purpose to coping with adversity… read more here.
Keywords: measures mixed; mixed methods; adversity; purpose coping ... See more keywords
A comparison of inferential analysis methods for multilevel studies: Implications for drawing conclusions in animal welfare science
Sign Up to like & getrecommendations! Published in 2017 at "Applied Animal Behaviour Science"
DOI: 10.1016/j.applanim.2017.08.002
Abstract: Abstract Investigations comparing the behaviour and welfare of animals in different environments have led to mixed and often conflicting results. These could arise from genuine differences in welfare, poor validity of indicators, low statistical power,… read more here.
Keywords: analysis; welfare; science comparison; inferential analysis ... See more keywords
Validity of repeated-measures analyses of in vitro arthroplasty kinematics and kinetics.
Sign Up to like & getrecommendations! Published in 2021 at "Journal of biomechanics"
DOI: 10.1016/j.jbiomech.2021.110669
Abstract: In vitro models of arthroplasty enable pre-clinical testing and inform clinical decision making. Repeated-measures comparisons maximise resource efficiency, but their validity without testing order randomisation is not known. This study aimed to identify if there… read more here.
Keywords: biomechanics; kinematics; knee; testing order ... See more keywords
A repeated-measures study on emotional responses after a year in the pandemic
Sign Up to like & getrecommendations! Published in 2021 at "Scientific Reports"
DOI: 10.1038/s41598-021-02414-9
Abstract: The introduction of COVID-19 lockdown measures and an outlook on return to normality are demanding societal changes. Among the most pressing questions is how individuals adjust to the pandemic. This paper examines the emotional responses… read more here.
Keywords: emotional responses; repeated measures; study emotional; measures study ... See more keywords
Repeated Measures of Cervicovaginal Cytokines during Healthy Pregnancy: Understanding "Normal" Inflammation to Inform Future Screening.
Sign Up to like & getrecommendations! Published in 2019 at "American journal of perinatology"
DOI: 10.1055/s-0039-1685491
Abstract: OBJECTIVE To describe characteristics of cervicovaginal cytokines obtained during pregnancy from women who subsequently delivered at term. STUDY DESIGN We used repeated measures of 20 cervicovaginal cytokines, collected on average on a monthly basis, from… read more here.
Keywords: pregnancy; cervicovaginal cytokines; inflammation; correlation ... See more keywords
Probing Moderation Analysis in Two-Instance Repeated-Measures Designs
Sign Up to like & getrecommendations! Published in 2018 at "Multivariate Behavioral Research"
DOI: 10.1080/00273171.2017.1404901
Abstract: Methods for testing and probing interactions in betweenparticipant designs are well known; however, how to handle these effects when one variable involved is a within-participant factor is underdeveloped. Twoinstance repeated-measures designs, where each participant is… read more here.
Keywords: measures designs; two instance; moderator; instance repeated ... See more keywords
Repeated Measures Design with Generalized Linear Mixed Models for Randomized Controlled Trials, by Toshiro Tango
Sign Up to like & getrecommendations! Published in 2017 at "Journal of Biopharmaceutical Statistics"
DOI: 10.1080/10543406.2017.1362625
Abstract: Repeated Measures Design with Generalized Linear Mixed Models for Randomized Controlled Trials Misoo C. Ellison To cite this article: Misoo C. Ellison (2017): Repeated Measures Design with Generalized Linear Mixed Models for Randomized Controlled Trials,… read more here.
Keywords: measures design; generalized linear; mixed models; design generalized ... See more keywords
High-dimensional repeated measures
Sign Up to like & getrecommendations! Published in 2017 at "Journal of Statistical Theory and Practice"
DOI: 10.1080/15598608.2017.1307792
Abstract: Recently, new tests for main and simple treatment effects, time effects, and treatment by time interactions in possibly high-dimensional multi-group repeated-measures designs with unequal covariance matrices have been proposed. Technical details for using more than… read more here.
Keywords: high dimensional; repeated measures; dimensional repeated;
dream: Powerful differential expression analysis for repeated measures designs.
Sign Up to like & getrecommendations! Published in 2020 at "Bioinformatics"
DOI: 10.1093/bioinformatics/btaa687
Abstract: Large-scale transcriptome studies with multiple samples per individual are widely used to study disease biology. Yet current methods for differential expression are inadequate for cross-individual testing for these repeated measures designs. Most problematic, we observe… read more here.
Keywords: dream; measures designs; differential expression; expression ... See more keywords