Investigation of Variance Components in the Medical Expenditure Panel Survey

Statistical methodology has been developed to decompose total variance into sources of variation. These sources of variation are usually referred to as components of variance. There are different reasons for attempting to produce variance components. In models decomposing the variance is often done in order to increase the accuracy of the model. In the finite population setting, variance is usually decomposed into variance components to explain variation due to different levels of sampling.