[HTML][HTML] Beyond t test and ANOVA: applications of mixed-effects models for more rigorous statistical analysis in neuroscience research
In basic neuroscience research, data are often clustered or collected with repeated
measures, hence correlated. The most widely used methods such as t test and ANOVA do …
measures, hence correlated. The most widely used methods such as t test and ANOVA do …
Interpreting and understanding logits, probits, and other nonlinear probability models
Methods textbooks in sociology and other social sciences routinely recommend the use of
the logit or probit model when an outcome variable is binary, an ordered logit or ordered …
the logit or probit model when an outcome variable is binary, an ordered logit or ordered …
Sequencing of 640,000 exomes identifies GPR75 variants associated with protection from obesity
INTRODUCTION Obesity accounts for a substantial and growing burden of disease globally.
Body adiposity is highly heritable, and human genetic studies can lead to biological and …
Body adiposity is highly heritable, and human genetic studies can lead to biological and …
Critical Period After Stroke Study (CPASS): A phase II clinical trial testing an optimal time for motor recovery after stroke in humans
Restoration of human brain function after injury is a signal challenge for translational
neuroscience. Rodent stroke recovery studies identify an optimal or sensitive period for …
neuroscience. Rodent stroke recovery studies identify an optimal or sensitive period for …
[HTML][HTML] SARS-CoV-2 B. 1.1. 529 (Omicron) variant transmission within households—four US jurisdictions, November 2021–February 2022
JM Baker - MMWR. Morbidity and mortality weekly report, 2022 - cdc.gov
In a study of household transmission in four US jurisdictions, Omicron infection resulted in
high transmission among household contacts, particularly among those who lived with index …
high transmission among household contacts, particularly among those who lived with index …
Efficacy and safety of Paxlovid in severe adult patients with SARS-Cov-2 infection: a multicenter randomized controlled study
J Liu, X Pan, S Zhang, M Li, K Ma, C Fan… - The Lancet Regional …, 2023 - thelancet.com
Summary Background Nirmatrelvir plus ritonavir (Paxlovid) reduced the risk of
hospitalization or death by 89% in high-risk, ambulatory adults with COVID-19. We aimed at …
hospitalization or death by 89% in high-risk, ambulatory adults with COVID-19. We aimed at …
The coefficient of determination R2 and intra-class correlation coefficient from generalized linear mixed-effects models revisited and expanded
S Nakagawa, PCD Johnson… - Journal of the Royal …, 2017 - royalsocietypublishing.org
The coefficient of determination R 2 quantifies the proportion of variance explained by a
statistical model and is an important summary statistic of biological interest. However …
statistical model and is an important summary statistic of biological interest. However …
MAFLD better predicts the progression of atherosclerotic cardiovascular risk than NAFLD: generalized estimating equation approach
T Tsutsumi, M Eslam, T Kawaguchi… - Hepatology …, 2021 - Wiley Online Library
Aim Metabolic associated fatty liver disease (MAFLD) partly overlaps with non‐alcoholic fatty
liver disease (NAFLD). Thus, using a generalized estimating equation (GEE) approach, we …
liver disease (NAFLD). Thus, using a generalized estimating equation (GEE) approach, we …
Household transmission of severe acute respiratory syndrome coronavirus-2 in the United States
Background The evidence base for severe acute respiratory syndrome coronavirus-2 (SARS-
CoV-2) is nascent. We sought to characterize SARS-CoV-2 transmission within US …
CoV-2) is nascent. We sought to characterize SARS-CoV-2 transmission within US …
Intermediate and advanced topics in multilevel logistic regression analysis
Multilevel data occur frequently in health services, population and public health, and
epidemiologic research. In such research, binary outcomes are common. Multilevel logistic …
epidemiologic research. In such research, binary outcomes are common. Multilevel logistic …