Longitudinal trajectories of reading and mathematics achievement for students with learning disabilities
We examined to what extent subgroups of students identified with learning disabilities (LDs;
N= 630) in the Early Childhood Longitudinal Study, Kindergarten Class of 1998 to 1999 …
N= 630) in the Early Childhood Longitudinal Study, Kindergarten Class of 1998 to 1999 …
Predictions of machine learning with mixed-effects in analyzing longitudinal data under model misspecification
We consider predictions in longitudinal studies, and investigate the well known statistical
mixed-effects model, piecewise linear mixed-effects model and six different popular machine …
mixed-effects model, piecewise linear mixed-effects model and six different popular machine …
The impact of functional form complexity on model overfitting for nonlinear mixed-effects models
CT Rohloff, N Kohli, S Chung - Multivariate Behavioral Research, 2023 - Taylor & Francis
Nonlinear mixed-effects models (NLMEMs) allow researchers to model curvilinear patterns
of growth, but there is ambiguity as to what functional form the data follow. Often …
of growth, but there is ambiguity as to what functional form the data follow. Often …
Model Fit Indices for Random Effects Models: Translating Model Fit Ideas from Latent Growth Curve Models
The latent growth curve modeling (LGM) and random effects modeling (REM) frameworks
are analytically and empirically equivalent for intrinsically linear models and used …
are analytically and empirically equivalent for intrinsically linear models and used …
Understanding differential growth during school years and summers for students in special education
Abstract Under the Individuals with Disabilities Education Act, schools are required to
provide a free appropriate public education to students with disabilities and show that the …
provide a free appropriate public education to students with disabilities and show that the …
Establishing Time-Continuous Normative Scores for Teaching Strategies Gold® Using a Multilevel Growth Curve Modeling Approach
HE Luce - 2023 - search.proquest.com
Young children are assessed to meet federal mandates and inform policy decisions, provide
teachers with useful information to make instructional decisions and set reasonable learning …
teachers with useful information to make instructional decisions and set reasonable learning …