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A Primer for Analyzing Nested Data: Multilevel Modeling in ...

REL 2015 046 The National Center for Education Evaluation and Regional Assistance (NCEE) conducts unbiased large-scale evaluations of education programs and practices supported by federal funds; provides research-based technical assistance to educators and policymakers; and supports the synthesis and the widespread dissemination of the results of research and evaluation throughout the United States. December 2014 This report was prepared for the Institute of Education Sciences (IES) under contract ED-IES-12-C-0009 by Regional Educational Laboratory Northeast & Islands administered by Education Development Center, Inc.

Stata and SAS allow analyses that account for statistical dependency in the estimation of standard errors. Likewise, the Advanced Statistics module of SPSS IBM Statistics uses multilevel modeling to analyze data with statistical dependency. Nested data: Multilevel

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