Trajectory modelling techniques useful to epidemiological research: a comparative narrative review of approaches

HL Nguena Nguefack, MG Pagé, J Katz… - Clinical …, 2020 - Taylor & Francis
Trajectory modelling techniques have been developed to determine subgroups within a
given population and are increasingly used to better understand intra-and inter-individual …

Latent class analysis for developmental research

ST Lanza, BR Cooper - Child Development Perspectives, 2016 - Wiley Online Library
In this article, we consider the broad applicability of latent class analysis (LCA) and related
approaches to advance research on child development. First, we describe the role of person …

Latent class analysis and finite mixture modeling

KE Masyn - 2013 - academic.oup.com
Finite mixture models, which are a type of latent variable model, express the overall
distribution of one or more variables as a mixture of a finite number of component …

Informative tools for characterizing individual differences in learning: Latent class, latent profile, and latent transition analysis

M Hickendorff, PA Edelsbrunner, J McMullen… - Learning and Individual …, 2018 - Elsevier
This article gives an introduction to latent class, latent profile, and latent transition models for
researchers interested in investigating individual differences in learning and development …

Latent class analysis with distal outcomes: A flexible model-based approach

ST Lanza, X Tan, BC Bray - Structural equation modeling: a …, 2013 - Taylor & Francis
Although prediction of class membership from observed variables in latent class analysis is
well understood, predicting an observed distal outcome from latent class membership is …

Effect size, statistical power, and sample size requirements for the bootstrap likelihood ratio test in latent class analysis

JJ Dziak, ST Lanza, X Tan - Structural equation modeling: a …, 2014 - Taylor & Francis
Selecting the number of different classes that will be assumed to exist in the population is an
important step in latent class analysis (LCA). The bootstrap likelihood ratio test (BLRT) …

Polyvictimization and youth violence exposure across contexts

HA Turner, A Shattuck, D Finkelhor, S Hamby - Journal of Adolescent …, 2016 - Elsevier
Purpose The current research used latent class analysis to uncover groups of youth with
specific victimization profiles and identify factors that are associated with membership in …

A longitudinal study on stability and transitions among bullying roles

I Zych, MM Ttofi, VJ Llorent, DP Farrington… - Child …, 2020 - Wiley Online Library
Trajectories of stability and change in bullying roles were examined through a longitudinal
prospective study of 916 school students followed up biannually from age 11 to 17 …

Recognizable clinical subtypes of obstructive sleep apnea across international sleep centers: a cluster analysis

BT Keenan, J Kim, B Singh, L Bittencourt, NH Chen… - Sleep, 2018 - academic.oup.com
Study Objectives A recent study of patients with moderate–severe obstructive sleep apnea
(OSA) in Iceland identified three clinical clusters based on symptoms and comorbidities. We …

Demographic and familial predictors of early executive function development: Contribution of a person-centered perspective

BL Rhoades, MT Greenberg, ST Lanza… - Journal of experimental …, 2011 - Elsevier
Executive function (EF) skills are integral components of young children's growing
competence, but little is known about the role of early family context and experiences in their …