Provides fit indices for hierarchical linear models, based on Nakagawa(2013) and Luo and Azen (2013).
da.lmerMod.fit(original.model, null.model, newdata = NULL, ...)
Original fitted model
needed for HLM models
Data used in update statement
ignored
Luo, W., & Azen, R. (2012). Determining Predictor Importance in Hierarchical Linear Models Using Dominance Analysis. Journal of Educational and Behavioral Statistics, 38(1), 3-31. doi:10.3102/1076998612458319
Nakagawa, S., & Schielzeth, H. (2013). A general and simple method for obtaining R2 from generalized linear mixed-effects models. Methods in Ecology and Evolution, 4(2), 133-142. doi:10.1111/j.2041-210x.2012.00261.x
Other fit indices:
da.betareg.fit()
,
da.dynlm.fit()
,
da.glm.fit()
,
da.lm.fit()
,
da.lmWithCov.fit()
,
da.mlmWithCov.fit()