Extensions to Bayesian generalized linear mixed effects models for household tuberculosis transmission. [PDF]
Stat Med, 2017 McIntosh AI +8 more
europepmc +1 more source
Combining Hodrick-Prescott Filtering with a Production Function Approach to Estimate Output Gap [PDF]
Many models were used to identify the factors affecting the demand for overnight funds by commercial banks. Theses models overcome overdispersion problems caused by excess of zeros found in the dataset. Generalized Linear Latent and Mixed Models (GLLAMM)
Marta Areosa
core
Arthritis Care &Research, EarlyView.Objective We developed a novel electronic health record sidecar application to visualize key rheumatoid arthritis (RA) outcomes, including disease activity, physical function, and pain, via a patient‐facing graphical interface designed for use during outpatient visits (“RA PRO dashboard”).
Gabriela Schmajuk +16 more
wiley +1 more source
Measuring the individual benefit of a medical or behavioral treatment using generalized linear mixed-effects models. [PDF]
Stat Med, 2016 Diaz FJ.
europepmc +1 more source
MCMC Methods for Multi-Response Generalized Linear Mixed Models: The MCMCglmm R Package [PDF]
Generalized linear mixed models provide a flexible framework for modeling a range of data, although with non-Gaussian response variables the likelihood cannot be obtained in closed form.
Jarrod D. Hadfield
core +1 more source
Arthritis Care &Research, EarlyView.Objective The objective of this study was to describe the longitudinal disease course and pulmonary outcomes of North American patients with melanoma differentiation–associated protein 5 (MDA5) antibody–associated dermatomyositis (DM). Methods Thirty patients with MDA5 antibody–associated DM were identified in a single‐center longitudinal cohort of 352
Jenice X. Cheah +8 more
wiley +1 more source
The coefficient of determination <i>R</i><sup>2</sup> and intra-class correlation coefficient from generalized linear mixed-effects models revisited and expanded. [PDF]
J R Soc Interface, 2017 Nakagawa S, Johnson PCD, Schielzeth H.
europepmc +1 more source
New Onset of Fibromyalgia After Exposure to a Combat Environment: A Longitudinal Cohort Study
Arthritis Care &Research, EarlyView.Objective Traumatic life events are hypothesized to be triggers for the onset of fibromyalgia. Posttraumatic stress disorder (PTSD) is a common comorbidity of fibromyalgia. However, limited prospective data are available on the development of fibromyalgia after exposure to high‐magnitude stress.
Jay B. Higgs +15 more
wiley +1 more source
Construction of the Design Matrix for Generalized Linear Mixed-Effects Models in the Context of Clinical Trials of Treatment Sequences. [PDF]
Rev Colomb Estad, 2018 Diaz FJ.
europepmc +1 more source
Arthritis Care &Research, EarlyView.Objective Frailty occurs prematurely in rheumatoid arthritis (RA) and is associated with poor health outcomes. We compared the performance of four frailty instruments, including a pragmatic alternative measure using chair sit‐to‐stand (STS), and evaluated their abilities to predict poor health outcomes.
Kylie E. Riggles +14 more
wiley +1 more source