FIGURE 2 | Root mean square error (RMSE) of between effect estimates by analysis approach, ICC X /ICC M , and group size. Manifest, manifest aggregation approach; Latent, latent aggregation approach; FPC Latent, the new approach with within-group fpc; ICC, intraclass correlation coefficient of the decomposed predictor or mediator; N , average group