output
20142024
most citedEfficient Maximum Likelihood Estimation of Multiple Membership Linear Mixed Models, with an Application to Educational Value-Added Assessments

12 citations

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Counting papers with at most 25 authors, so collaboration author lists do not stand in for the people here.

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Showing 2014Show all

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stat.CO2014★ 11 cited

Computation of Maximum Likelihood Estimates for Multiresponse Generalized Linear Mixed Models with Non-nested, Correlated Random Effects

Andrew T. Karl, Yan Yang, Sharon L. Lohr

Estimation of generalized linear mixed models (GLMMs) with non-nested random effects structures requires approximation of high-dimensional integrals. Many existing methods are tail…

stat.AP2014★ 12 cited

Efficient Maximum Likelihood Estimation of Multiple Membership Linear Mixed Models, with an Application to Educational Value-Added Assessments

Andrew T. Karl, Yan Yang, Sharon L. Lohr

The generalized persistence (GP) model, developed in the context of estimating ``value added'' by individual teachers to their students' current and future test scores, is one of t…