Fixed and random effects models: making an informed choice
This paper assesses the options available to researchers analysing multilevel (including
longitudinal) data, with the aim of supporting good methodological decision-making. Given …
longitudinal) data, with the aim of supporting good methodological decision-making. Given …
Jomo: a flexible package for two-level joint modelling multiple imputation
M Quartagno, S Grund, J Carpenter - R Journal, 2019 - discovery.ucl.ac.uk
Multiple imputation is a tool for parameter estimation and inference with partially observed
data, which is used increasingly widely in medical and social research. When the data to be …
data, which is used increasingly widely in medical and social research. When the data to be …
The dynamics of biomarkers across the clinical spectrum of Alzheimer's disease
Background Quantifying changes in the levels of biological and cognitive markers prior to
the clinical presentation of Alzheimer's disease (AD) will provide a template for …
the clinical presentation of Alzheimer's disease (AD) will provide a template for …
Urban park facility use and intensity of seniors' physical activity–An examination combining accelerometer and GPS tracking
Physical activity provides multiple health benefits to seniors, and urban parks are one of
theprimary settings where seniors engage in physical activity. However, seniors' park-based …
theprimary settings where seniors engage in physical activity. However, seniors' park-based …
Employee well‐being outcomes from individual‐level mental health interventions: Cross‐sectional evidence from the United Kingdom
WJ Fleming - Industrial Relations Journal, 2024 - Wiley Online Library
Initiatives that promote mental well‐being are formally recommended for all British workers,
with many practices targeting change in individual workers' resources. While the existing …
with many practices targeting change in individual workers' resources. While the existing …
Bridging the gap between multilevel modeling and economic methods
A Oshchepkov, A Shirokanova - Social Science Research, 2022 - Elsevier
Many datasets used in the social sciences have a hierarchical structure, where lower units of
aggregation are 'nested'in higher units. In many disciplines, such data are analyzed using …
aggregation are 'nested'in higher units. In many disciplines, such data are analyzed using …
A large-scale replication of the effectiveness of the KiVa antibullying program: A randomized controlled trial in the Netherlands
This study evaluates the effectiveness of the KiVa antibullying program in the Netherlands
through a randomized controlled trial of students in grades 3–4 (Dutch grades 5–6). The …
through a randomized controlled trial of students in grades 3–4 (Dutch grades 5–6). The …
Life course effects of genetic susceptibility to higher body size on body fat and lean mass: prospective cohort study
S Waterfield, TG Richardson… - International Journal …, 2023 - academic.oup.com
Background/objectives Different genetic variants are associated with larger body size in
childhood vs adulthood. Whether and when these variants predominantly influence …
childhood vs adulthood. Whether and when these variants predominantly influence …
Frailty assessed by administrative tools and mortality in patients with pneumonia admitted to the hospital and ICU in Wales
T Szakmany, J Hollinghurst, R Pugh, A Akbari… - Scientific reports, 2021 - nature.com
The ideal method of identifying frailty is uncertain, and data on long-term outcomes is
relatively limited. We examined frailty indices derived from population-scale linked data on …
relatively limited. We examined frailty indices derived from population-scale linked data on …
A default Bayes factor for testing null hypotheses about the fixed effects of linear two-level models.
N Sekulovski, H Hoijtink - Psychological Methods, 2023 - psycnet.apa.org
Testing null hypotheses of the form “β= 0,” by the use of various Null Hypothesis
Significance Tests (rendering a dichotomous reject/not reject decision), is considered …
Significance Tests (rendering a dichotomous reject/not reject decision), is considered …