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dominanceanalysis (version 2.0.0)

da.lmerMod.fit: Provides fit indices for hierarchical linear models, based on Nakagawa(2013) and Luo and Azen (2013).

Description

Provides fit indices for hierarchical linear models, based on Nakagawa(2013) and Luo and Azen (2013).

Usage

da.lmerMod.fit(original.model, null.model, newdata = NULL, ...)

Arguments

original.model

Original fitted model

null.model

needed for HLM models

newdata

Data used in update statement

...

ignored

References

  • 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

See Also

Other fit indices: da.betareg.fit(), da.dynlm.fit(), da.glm.fit(), da.lm.fit(), da.lmWithCov.fit(), da.mlmWithCov.fit()