NotesFAQContact Us
Collection
Advanced
Search Tips
Descriptor
Algorithms2
Maximum Likelihood Statistics2
Change1
Comparative Analysis1
Drinking1
Longitudinal Studies1
Structural Equation Models1
Young Adults1
Source
Structural Equation Modeling2
Author
Duncan, Susan C.1
Duncan, Terry E.1
Enders, Craig K.1
Li, Fuzhong1
Publication Type
Journal Articles2
Reports - Descriptive1
Reports - Evaluative1
Education Level
Audience
Location
Laws, Policies, & Programs
Assessments and Surveys
What Works Clearinghouse Rating
Showing all 2 results Save | Export
A Primer on Maximum Likelihood Algorithms Available for Use with Missing Data. Teacher's Corner.
Peer reviewed Peer reviewed
Enders, Craig K. – Structural Equation Modeling, 2001
Provides a comprehensive, nontechnical overview of the three maximum likelihood algorithms available for use with missing data and discusses multiple imputation, frequently used in conjunction with the EM algorithm. (SLD)
Descriptors: Algorithms, Maximum Likelihood Statistics
A Comparison of Model- and Multiple Imputation-Based Approaches to Longitudinal Analyses with Partial Missingness.
Peer reviewed Peer reviewed
Duncan, Terry E.; Duncan, Susan C.; Li, Fuzhong – Structural Equation Modeling, 1998
Presents an application of latent growth curve methodology to the analysis of longitudinal developmental change in alcohol consumption of 586 young adults, illustrating three approaches to the analysis of missing data: (1) multiple-sample structural equation modeling procedures; (2) raw maximum likelihood analyses; and (3) multiple modeling and…
Descriptors: Algorithms, Change, Comparative Analysis, Drinking