[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 …
A review on longitudinal data analysis with random forest
J Hu, S Szymczak - Briefings in Bioinformatics, 2023 - academic.oup.com
In longitudinal studies variables are measured repeatedly over time, leading to clustered
and correlated observations. If the goal of the study is to develop prediction models …
and correlated observations. If the goal of the study is to develop prediction models …
A trial of gantenerumab or solanezumab in dominantly inherited Alzheimer's disease
S Salloway, M Farlow, E McDade, DB Clifford… - Nature medicine, 2021 - nature.com
Dominantly inherited Alzheimer's disease (DIAD) causes predictable biological changes
decades before the onset of clinical symptoms, enabling testing of interventions in the …
decades before the onset of clinical symptoms, enabling testing of interventions in the …
Effect of pharmacogenomic testing for drug-gene interactions on medication selection and remission of symptoms in major depressive disorder: the PRIME care …
DW Oslin, KG Lynch, MC Shih, EP Ingram, LO Wray… - Jama, 2022 - jamanetwork.com
Importance Selecting effective antidepressants for the treatment of major depressive
disorder (MDD) is an imprecise practice, with remission rates of about 30% at the initial …
disorder (MDD) is an imprecise practice, with remission rates of about 30% at the initial …
Gender and social isolation across the life course
Social isolation has robust adverse effects on health, well-being, dementia risk, and
longevity. Although most studies suggest similar effects of isolation on the health of men and …
longevity. Although most studies suggest similar effects of isolation on the health of men and …
A checklist for statistical assessment of medical papers (the CHAMP statement): explanation and elaboration
Misuse of statistics in medical and sports science research is common and may lead to
detrimental consequences to healthcare. Many authors, editors and peer reviewers of …
detrimental consequences to healthcare. Many authors, editors and peer reviewers of …
[PDF][PDF] pdp: An R package for constructing partial dependence plots.
BM Greenwell - R J., 2017 - journal.r-project.org
Complex nonparametric models—like neural networks, random forests, and support vector
machines—are more common than ever in predictive analytics, especially when dealing …
machines—are more common than ever in predictive analytics, especially when dealing …
Antibiotics, birth mode, and diet shape microbiome maturation during early life
NA Bokulich, J Chung, T Battaglia… - Science translational …, 2016 - science.org
Early childhood is a critical stage for the foundation and development of both the
microbiome and host. Early-life antibiotic exposures, cesarean section, and formula feeding …
microbiome and host. Early-life antibiotic exposures, cesarean section, and formula feeding …
Depression and post-traumatic stress during major social unrest in Hong Kong: a 10-year prospective cohort study
Summary Background Hong Kong has been embroiled in increasingly violent social unrest
since June, 2019. We examined the associated population mental health burden, risk …
since June, 2019. We examined the associated population mental health burden, risk …
International standards for the analysis of quality-of-life and patient-reported outcome endpoints in cancer randomised controlled trials: recommendations of the …
Summary Patient-reported outcomes (PROs), such as symptoms, function, and other health-
related quality-of-life aspects, are increasingly evaluated in cancer randomised controlled …
related quality-of-life aspects, are increasingly evaluated in cancer randomised controlled …