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Educational Hierarchical Linear Modeling×Model Linear Hierarki (HLM)×
BidangEducationStatistik
KeluargaRegression modelRegression model
Tahun asal20021992
PengasasStephen Raudenbush & Anthony BrykBryk & Raudenbush
JenisMultilevel regression for hierarchically nested educational dataMultilevel linear regression
Sumber perintisRaudenbush, S. W., & Bryk, A. S. (2002). Hierarchical Linear Models: Applications and Data Analysis Methods (2nd ed.). Sage. ISBN: 9780761919049Raudenbush, S. W., & Bryk, A. S. (2002). Hierarchical Linear Models: Applications and Data Analysis Methods (2nd ed.). Sage Publications. ISBN: 978-0761919049
AliasMultilevel Models in Education, Students-in-Schools HLM, School Effects Multilevel Model, Random-Effects Models for Educational DataHLM, multilevel linear model, nested data model, random coefficient model
Berkaitan44
RingkasanEducational hierarchical linear modeling (HLM) is a multilevel regression framework for data in which students are nested within classrooms and classrooms within schools. Formalized for education by Raudenbush and Bryk, it lets the intercept and slopes of a student-level regression vary across schools, simultaneously estimating student-level relationships, school-level relationships, and the cross-level interactions between them — while producing correct standard errors that single-level regression on clustered data cannot.The Hierarchical Linear Model (HLM) is a multilevel regression method designed for data in which lower-level units (e.g., students, patients) are nested within higher-level groups (e.g., schools, hospitals). It simultaneously models within-group relationships and between-group variation, producing unbiased estimates and correct standard errors that ordinary regression cannot provide for nested data.
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ScholarGateBandingkan kaedah: Educational Hierarchical Linear Modeling · Hierarchical Linear Model. Dicapai 2026-06-24 daripada https://scholargate.app/ms/compare