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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 …
Centering categorical predictors in multilevel models: Best practices and interpretation.
The topic of centering in multilevel modeling (MLM) has received substantial attention from
methodologists, as different centering choices for lower-level predictors present important …
methodologists, as different centering choices for lower-level predictors present important …
Effect of early mobilisation on long-term cognitive impairment in critical illness in the USA: a randomised controlled trial
Background Patients who have received mechanical ventilation can have prolonged
cognitive impairment for which there is no known treatment. We aimed to establish whether …
cognitive impairment for which there is no known treatment. We aimed to establish whether …
[HTML][HTML] Worldwide increases in adolescent loneliness
Introduction Several studies have documented increases in adolescent loneliness and
depression in the US, UK, and Canada after 2012, but it is unknown whether these trends …
depression in the US, UK, and Canada after 2012, but it is unknown whether these trends …
Work-life conflict during the COVID-19 pandemic
The coronavirus disease 2019 pandemic upended work, family, and social life. These
massive changes may have created shifts in exposure to work-life conflict. Using a national …
massive changes may have created shifts in exposure to work-life conflict. Using a national …
Efficacy of dialectical behavior therapy for adolescents at high risk for suicide: a randomized clinical trial
E McCauley, MS Berk, JR Asarnow, M Adrian… - JAMA …, 2018 - jamanetwork.com
Importance Suicide is a leading cause of death among 10-to 24-year-old individuals in the
United States; evidence on effective treatment for adolescents who engage in suicidal and …
United States; evidence on effective treatment for adolescents who engage in suicidal and …
Quantifying explained variance in multilevel models: An integrative framework for defining R-squared measures.
Researchers often mention the utility and need for R-squared measures of explained
variance for multilevel models (MLMs). Although this topic has been addressed by …
variance for multilevel models (MLMs). Although this topic has been addressed by …
Laminectomy plus fusion versus laminectomy alone for lumbar spondylolisthesis
Z Ghogawala, J Dziura, WE Butler, F Dai… - … England Journal of …, 2016 - Mass Medical Soc
Background The comparative effectiveness of performing instrumented (rigid pedicle screws
affixed to titanium alloy rods) lumbar spinal fusion in addition to decompressive laminectomy …
affixed to titanium alloy rods) lumbar spinal fusion in addition to decompressive laminectomy …
The effect of occupational self-efficacy on work performance through intrinsic work motivation
Purpose Today, organizations work hard to improve the motivation of their employees and
related knowledge, skills and abilities to enhance work performance. Among many other …
related knowledge, skills and abilities to enhance work performance. Among many other …
Effect of prolonged exposure therapy delivered over 2 weeks vs 8 weeks vs present-centered therapy on PTSD symptom severity in military personnel: A randomized …
Importance Effective and efficient treatment is needed for posttraumatic stress disorder
(PTSD) in active duty military personnel. Objective To examine the effects of massed …
(PTSD) in active duty military personnel. Objective To examine the effects of massed …