Drawing on linear model theory, we rigorously extend the notion of degrees of freedom to richly-parameterised models, including linear hierarchical and random-effect models, some smoothers and spatial ...

Stephen W. Raudenbush, A Crossed Random Effects Model for Unbalanced Data with Applications in Cross-Sectional and Longitudinal Research, Journal of Educational Statistics, Vol. 18, No. 4 (Winter, ...