Effort

MANIND

Note:

Effect of filter: (Scaled Log-Likelihood Score of All Data) - (Scaled Log-Likelihood Score of Filtered)
Effect of Covariates: (Scaled Log-Likelihood Score of Full Model) - (Scaled Log-Likelihood Score of Simple Model)
The more negative the effect is, the more important that effect is.

Interpretation of results: The full model with filtered data is the best model according to the cross-validation scoring.

species	method	br	br_scale	log_lik	log_lik_scale
MANIND	fullmod_alldata	8.474616	0.9116261	56.23219	4.993224
MANIND	fullmod_filtered	8.759586	0.7859924	56.95313	3.866772
MANIND	simplemod_alldata	8.796370	0.9969278	67.94292	6.683140
MANIND	simplemod_filtered	8.792497	0.9943423	79.68309	6.759084

Effect	Full	Simple	Mean
Effect of Filtering	-1.126452	0.075944	-1.126452

Effect	All	Filtered	Mean
Effect of Detection Covariates	-1.689916	-2.892312	-1.689916