[HTML][HTML] Piecewise latent growth models: beyond modeling linear-linear processes
JR Harring, MM Strazzeri, SA Blozis - Behavior Research Methods, 2021 - Springer
… specification in the software; and (c) the inclusion of latent variable covariates as time-…
now show how this alternative approach can be implemented for other piecewise functions. …
now show how this alternative approach can be implemented for other piecewise functions. …
A comparison between the piecewise and parallel-process piecewise latent growth models
… models through an illustrative example. Third, we show the results of a Monte Carlo simulation
study to compare these models… of each latent variable with the covariate. We expected an …
study to compare these models… of each latent variable with the covariate. We expected an …
[HTML][HTML] Growth rates of modern science: a latent piecewise growth curve approach to model publication numbers from established and new literature databases
… growth of science calculations show that the overall growth … regression models in the current
study revealed, models with … We demonstrated that these segments with different growth …
study revealed, models with … We demonstrated that these segments with different growth …
[HTML][HTML] Assessing mediational processes using piecewise linear growth curve models with individual measurement occasions
… Second, for a longitudinal process that takes a linear–linear piecewise functional form, we
… the degrees of freedom of the linear–linear piecewise functional form are four; therefore, we …
… the degrees of freedom of the linear–linear piecewise functional form are four; therefore, we …
Extending growth mixture model to assess heterogeneity in joint development with piecewise linear trajectories in the framework of individual measurement occasions …
… the linear-linear piecewise functional form. We show that our model can accurately cluster
… (2017) proposed a latent variable model that enables the examination of underlying joint …
… (2017) proposed a latent variable model that enables the examination of underlying joint …
Latent growth models with floors, ceilings, and random knots
… This composite piecewise function may be denoted as: … η i is a vector of latent growth
factors/random coefficients that contains … are also treated as random latent variables, which may …
factors/random coefficients that contains … are also treated as random latent variables, which may …
Linear-linear piecewise growth mixture models with unknown random knots: A primer for school psychology
N Kohli, AL Sullivan - Journal of school psychology, 2019 - Elsevier
… of piecewise growth mixture models (PGMMs), a type of intrinsically nonlinear growth model.
… Note, throughout the manuscript we discuss only a piecewise function with a single random …
… Note, throughout the manuscript we discuss only a piecewise function with a single random …
Using Bayesian piecewise growth curve models to handle complex nonlinear trajectories
L Marvin, H Liu, S Depaoli - Journal of Behavioral Data Science, 2023 - jbds.isdsa.org
… Bayesian analysis of latent variable models using mplus (version 5). mPlus. Retrieved
from https://www .statmodel.com/download/BayesAdvantages18.pdf Bentler, PM (1990). …
from https://www .statmodel.com/download/BayesAdvantages18.pdf Bentler, PM (1990). …
Estimating the longitudinal change in academic achievements of multicultural adolescents by piecewise growth modeling
EM Yeon, HS Choi - Journal of the Korea Academia-Industrial …, 2020 - koreascience.kr
… and social factors of the changes using piecewise growth modeling. For this study, the … were
used. The results are as follows. First, the results showed that the piecewise growth function …
used. The results are as follows. First, the results showed that the piecewise growth function …
Student mobility in multilevel growth modeling: A multiple membership piecewise growth model
AJ Leroux - The Journal of Experimental Education, 2019 - Taylor & Francis
… Estimating a three-level latent variable regression model with cross-classified multiple
membership data. Methodology: European Journal of Research Methods for the Behavioral and …
membership data. Methodology: European Journal of Research Methods for the Behavioral and …