Back

Logistic mixed-effects model analysis with pseudo-observations for estimating risk ratios in clustered binary data analysis

2025-06-27 epidemiology Title + abstract only
View on medRxiv
Show abstract

Logistic mixed-effects model has been a standard multivariate analysis method for analyzing clustered binary outcome data, e.g., longitudinal studies, clustered randomized trials, and multi-center/regional studies. However, the resultant odds ratio estimator cannot be directly interpreted as an effect measure, and it is only interpreted as an approximation of the risk ratio estimator when the frequency of events is small. In this article, we propose a new statistical analysis method that enables...

Predicted journal destinations

1
PLOS ONE
1737 training papers
Top 17% 29.7%
2
Statistics in Medicine
17 training papers
#1 6.7%
3
Scientific Reports
701 training papers
Top 35% 6.7%
4
American Journal of Epidemiology
54 training papers
Top 0.3% 5.2%
5
BMC Medical Research Methodology
41 training papers
Top 0.5% 4.0%
6
Epidemiology
26 training papers
#1 4.0%
7
International Journal of Epidemiology
65 training papers
Top 4% 2.0%
8
BMC Public Health
148 training papers
Top 19% 1.6%
9
BMC Medicine
155 training papers
Top 16% 1.6%
10
PLOS Computational Biology
141 training papers
Top 8% 1.6%
11
eLife
262 training papers
Top 28% 1.6%
12
Epidemiology and Infection
80 training papers
Top 7% 1.6%
13
BMJ Open
553 training papers
Top 53% 1.6%
14
Journal of Clinical Epidemiology
29 training papers
Top 0.9% 1.6%
15
International Journal of Environmental Research and Public Health
116 training papers
Top 19% 1.4%
16
PLOS Global Public Health
287 training papers
Top 25% 1.4%
17
BMC Infectious Diseases
110 training papers
Top 14% 1.4%
18
Frontiers in Public Health
135 training papers
Top 25% 1.2%
19
Epidemics
96 training papers
Top 8% 1.2%
20
Journal of Theoretical Biology
29 training papers
Top 2% 1.2%
21
Infectious Disease Modelling
50 training papers
Top 5% 1.2%
22
International Journal of Infectious Diseases
115 training papers
Top 23% 0.7%
23
Nature Communications
483 training papers
Top 59% 0.7%
24
Clinical Infectious Diseases
219 training papers
Top 26% 0.7%
25
European Journal of Epidemiology
36 training papers
Top 5% 0.7%
26
BMJ Global Health
95 training papers
Top 19% 0.7%
27
Royal Society Open Science
49 training papers
Top 6% 0.7%
28
Journal of The Royal Society Interface
54 training papers
Top 7% 0.5%