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Multilevel Analysis

, 2022
Demographers describe and analyse individual events at multiple levels of observation that range from the individuals themselves to the overall population of interest. In quantitative population studies, one way to streamline investigation is to perform a multilevel statistical analysis using a single model, which improves the accuracy of the estimates
Bringé, Arnaud, Golaz, Valérie
openaire   +5 more sources

Multilevel functional principal component analysis

The Annals of Applied Statistics, 2009
Published in at http://dx.doi.org/10.1214/08-AOAS206 the Annals of Applied Statistics (http://www.imstat.org/aoas/) by the Institute of Mathematical Statistics (http://www.imstat.org)
Di, Chong-Zhi, Crainiceanu, Ciprian M., Caffo, Brian S., Punjabi, Naresh M.   +3 more
openaire   +7 more sources

Intermediate and advanced topics in multilevel logistic regression analysis

Statistics in Medicine, 2017
Multilevel data occur frequently in health services, population and public health, and epidemiologic research. In such research, binary outcomes are common.
Peter Austin, Juan Merlo
exaly   +2 more sources

Towards a positive postnatal experience in Sub-Saharan African countries: the receipt of adequate services during the immediate postpartum period: a multilevel analysis

Frontiers in Public Health, 2023
BackgroundExisting studies in the Sub-Saharan African (SSA) region have focused mainly on the frequency of postnatal visits, with little emphasis on the adequacy of care provided during visits.
Aklilu Habte, Aiggan Tamene, Legesse Tesfaye   +2 more
doaj   +1 more source

How to better balance academic achievement and learning anxiety from time on homework? A multilevel and classification and regression tree analyses

Frontiers in Psychology, 2023
Using education survey data from 153, 317 Grade 4 students and 150, 040 Grade 8 students in China, this study examined the relationship between time on homework and academic achievement and learning anxiety with hierarchical linear modeling (HLM) and ...
Xiaopeng Wu, Rongxiu Wu, Carol Hanley, Hongyun Liu, Jian Liu   +4 more
doaj   +1 more source

The Association of Self-Reported ADHD Symptoms and Sleep in Daily Life of a General Population Sample of School Children: An Inter- and Intraindividual Perspective

Brain Sciences, 2022
Sleep and Attention-Deficit/Hyperactivity Disorder (ADHD) have repeatedly been found to be associated with each other. However, the ecological validity of daily life studies to examine the effect of sleep on ADHD symptoms is rarely made use of.
Lilly Buhr, Tomasz Moschko, Anne Eppinger Ruiz de Zarate, Ulrike Schwarz, Jan Kühnhausen, Caterina Gawrilow   +5 more
doaj   +1 more source

A Multilevel Meta‑Analysis [PDF]

, 2020
Insecure attachment to primary caregivers is associated with the development of depression symptoms in children and youth. This association has been shown by individual studies testing the relation between attachment and depression and by meta-analyses ...
Colonnesi, Cristina, Goos, Linda, Niemeyer, Helen, Rodenburg, Roos, Spruit, Anouk, Stams, Geert Jan, Weenink, Nikki   +6 more
core   +1 more source

Associations between Social and Physical Environments, and Physical Activity in Adults from Urban and Rural Regions [PDF]

Osong Public Health and Research Perspectives, 2018
Objectives This study investigates investigated the relationship between social and physical environments, and moderate to vigorous physical activity (MVPA) amongst adults in both rural and urban areas within Korea.
Bongjeong Kim, Hye Sun Hyun
doaj   +1 more source

Associations of Socioeconomic Status With Depression and Quality of Life in Patients With Hypertension: An Analysis of Data From the 2019 Community Health Survey in Korea [PDF]

Journal of Preventive Medicine and Public Health, 2022
Objectives We aimed to identify the factors related to depression and quality of life in patients with hypertension by using multilevel regression analysis.
Hye Ri Kim, Mia Son
doaj   +1 more source

Multilevel Analysis with Few Clusters: Improving Likelihood-Based Methods to Provide Unbiased Estimates and Accurate Inference

British Journal of Political Science, 2020
Quantitative comparative social scientists have long worried about the performance of multilevel models when the number of upper-level units is small. Adding to these concerns, an influential Monte Carlo study by Stegmueller (2013) suggests that standard
Martin Elff, J. Heisig, Merlin Schaeffer, Susumu Shikano   +3 more
semanticscholar   +1 more source