[HTML][HTML] Beyond t test and ANOVA: applications of mixed-effects models for more rigorous statistical analysis in neuroscience research

Z Yu, M Guindani, SF Grieco, L Chen, TC Holmes, X Xu - Neuron, 2022 - cell.com
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 …

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 …

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 …

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 …

Gender and social isolation across the life course

D Umberson, Z Lin, H Cha - Journal of health and social …, 2022 - journals.sagepub.com
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 …

A checklist for statistical assessment of medical papers (the CHAMP statement): explanation and elaboration

MA Mansournia, GS Collins, RO Nielsen… - British journal of sports …, 2021 - bjsm.bmj.com
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 …

[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 …

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 …

Depression and post-traumatic stress during major social unrest in Hong Kong: a 10-year prospective cohort study

MY Ni, XI Yao, KSM Leung, C Yau, CMC Leung, P Lun… - The Lancet, 2020 - thelancet.com
Summary Background Hong Kong has been embroiled in increasingly violent social unrest
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 …

C Coens, M Pe, AC Dueck, J Sloan, E Basch… - The Lancet …, 2020 - thelancet.com
Summary Patient-reported outcomes (PROs), such as symptoms, function, and other health-
related quality-of-life aspects, are increasingly evaluated in cancer randomised controlled …