[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 …
ESG scores and cost of debt
N Apergis, T Poufinas, A Antonopoulos - Energy Economics, 2022 - Elsevier
As sustainable investing becomes central to capital allocation in many markets, the
Environmental, Social and Governance (ESG) metrics and scores have become of critical …
Environmental, Social and Governance (ESG) metrics and scores have become of critical …
[HTML][HTML] Genetic regulation of OAS1 nonsense-mediated decay underlies association with COVID-19 hospitalization in patients of European and African ancestries
Abstract The chr12q24. 13 locus encoding OAS1–OAS3 antiviral proteins has been
associated with coronavirus disease 2019 (COVID-19) susceptibility. Here, we report …
associated with coronavirus disease 2019 (COVID-19) susceptibility. Here, we report …
Effects of teriparatide and risedronate on new fractures in post-menopausal women with severe osteoporosis (VERO): a multicentre, double-blind, double-dummy …
DL Kendler, F Marin, CAF Zerbini, LA Russo… - The Lancet, 2018 - thelancet.com
Background No clinical trials have compared osteoporosis drugs with incident fractures as
the primary outcome. We compared the anti-fracture efficacy of teriparatide with risedronate …
the primary outcome. We compared the anti-fracture efficacy of teriparatide with risedronate …
Smoothing parameter and model selection for general smooth models
This article discusses a general framework for smoothing parameter estimation for models
with regular likelihoods constructed in terms of unknown smooth functions of covariates …
with regular likelihoods constructed in terms of unknown smooth functions of covariates …
Prevalence of depression amongst medical students: A meta‐analysis
Context Medical schools are known to be stressful environments for students and hence
medical students have been believed to experience greater incidences of depression than …
medical students have been believed to experience greater incidences of depression than …
Almost human: Anthropomorphism increases trust resilience in cognitive agents.
We interact daily with computers that appear and behave like humans. Some researchers
propose that people apply the same social norms to computers as they do to humans …
propose that people apply the same social norms to computers as they do to humans …
On the unnecessary ubiquity of hierarchical linear modeling.
In psychology and the behavioral sciences generally, the use of the hierarchical linear
model (HLM) and its extensions for discrete outcomes are popular methods for modeling …
model (HLM) and its extensions for discrete outcomes are popular methods for modeling …
[HTML][HTML] Hierarchical generalized additive models in ecology: an introduction with mgcv
In this paper, we discuss an extension to two popular approaches to modeling complex
structures in ecological data: the generalized additive model (GAM) and the hierarchical …
structures in ecological data: the generalized additive model (GAM) and the hierarchical …