Evaluation of Analysis Approaches for Latent Class Analysis with Auxiliary Linear Growth Model [PDF]
Frontiers in Psychology, 2018 This study investigated the performance of three selected approaches to estimating a two-phase mixture model, where the first phase was a two-class latent class analysis model and the second phase was a linear growth model with four time points.
Akihito Kamata +3 more
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International Journal of Contemporary Educational Research, 2023 This study proposed a three-stage measurement model utilizing the Latent Growth Curve Modeling and Latent Class Growth Analysis. The measurement model was illustrated using repeated data collected through a four-week prospective study tracking the ...
Esra Sozer-Boz, Nilüfer Kahraman
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Heterogeneous trajectories of nutritional support needs in patient–caregiver dyads following radical esophagectomy: a latent class growth analysis [PDF]
Frontiers in NutritionIntroductionPatients with esophageal cancer are at high risk of malnutrition, with family caregivers playing an indispensable role in nutritional management.
Wei Guo +7 more
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Shyness in Chinese preschool children: a latent class growth model
Humanities & Social Sciences CommunicationsShyness is often linked to negative social adjustment, and children may exhibit various developmental patterns of social withdrawal behaviors at different stages.
Jingjing Zhu +5 more
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A Latent Class Growth Model for Migrants’ Remittances: An Application to the German Socio-Economic Panel [PDF]
Journal of the Royal Statistical Society Series A: Statistics in Society, 2019 SummaryWe propose a latent class mixture growth model with concomitant variables to study the time profiles of international remittances sent by first-generation migrants in Germany from 1996 to 2012. The latent class approach enables us to identify homogeneous subgroups of migrants associated with different trajectories for their remitting behaviour ...
Silvia Bacci +2 more
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Identification of Multivariate Responders and Non-Responders by using Bayesian Growth Curve Latent Class Models [PDF]
Journal of the Royal Statistical Society Series C: Applied Statistics, 2009 Summary We propose a multivariate growth curve mixture model that groups subjects on the basis of multiple symptoms measured repeatedly over time. Our model synthesizes features of two models. First, we follow Roy and Lin in relating the multiple symptoms at each time point to a single latent variable.
Benjamin E Leiby +2 more
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A Longitudinal Analysis of Alcohol Use Behavior among Korean Adults and Related Factors: A Latent Class Growth Model. [PDF]
Int J Environ Res Public Health, 2021 Baek S, Choi EH.
europepmc +2 more sources
Provision of a liquefied petroleum gas cookstove and fuel during pregnancy and infancy and linear growth trajectories between birth and 12 months: Evidence from the multi-center Household Air Pollution Intervention Network (HAPIN) trial. [PDF]
PLOS Global Public HealthExposure to particulate pollution from cooking with solid biomass fuels is associated with impaired child linear growth. We examined the effect of a liquefied petroleum gas (LPG) cookstove randomized controlled trial during pregnancy and infancy on ...
Kasthuri Sivalogan +16 more
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Trajectories of symptom burden and associated factors in patients with liver cirrhosis: a prospective study [PDF]
Frontiers in MedicineBackgroundLiver cirrhosis is frequently accompanied by multiple concurrent symptoms that cluster together, resulting in a high symptom burden and impairments in patients’ quality of life and functional status. However, most existing studies rely on cross-
Qian Liu +9 more
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Trajectories of Depressive Symptoms among Multicultural Adolescents in Korea: Longitudinal Analysis Using Latent Class Growth Model. [PDF]
Int J Environ Res Public Health, 2020 Song MK, Yoon JY, Kim E.
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