NotesFAQContact Us
Collection
Advanced
Search Tips
Publication Date
In 20250
Since 20240
Since 2021 (last 5 years)0
Since 2016 (last 10 years)0
Since 2006 (last 20 years)1
Descriptor
Academic Achievement1
Computation1
Elementary School Students1
Error of Measurement1
Family (Sociological Unit)1
Grade 51
Longitudinal Studies1
Maximum Likelihood Statistics1
Mexican Americans1
Monte Carlo Methods1
Robustness (Statistics)1
Role Models1
Self Efficacy1
Statistical Analysis1
Statistical Bias1
Structural Equation Models1
More ▼
Source
Multivariate Behavioral…1
Author
Aiken, Leona S.1
Cham, Heining1
Ma, Yue1
West, Stephen G.1
Publication Type
Journal Articles1
Reports - Research1
Education Level
Elementary Education1
Grade 51
Intermediate Grades1
Audience
Location
Laws, Policies, & Programs
Assessments and Surveys
What Works Clearinghouse Rating
Showing one result Save | Export
Estimating Latent Variable Interactions with Nonnormal Observed Data: A Comparison of Four Approaches
Peer reviewed Peer reviewed
Direct linkDirect link
Cham, Heining; West, Stephen G.; Ma, Yue; Aiken, Leona S. – Multivariate Behavioral Research, 2012
A Monte Carlo simulation was conducted to investigate the robustness of 4 latent variable interaction modeling approaches (Constrained Product Indicator [CPI], Generalized Appended Product Indicator [GAPI], Unconstrained Product Indicator [UPI], and Latent Moderated Structural Equations [LMS]) under high degrees of nonnormality of the observed…
Descriptors: Monte Carlo Methods, Computation, Robustness (Statistics), Structural Equation Models