Poisson log-normal model for fish species: network inference

Data

Species network inference

Model selection

## no covariate :

## no covariate :

## location :

## environment :

## all covariates :

Model comparison

##                nb_param loglik    BIC       ICL       n_edges EBIC     
## no covariate   91       -4947.677 -5151.91  -8700.488 31      -5192.851
## location       247      -4884.507 -5438.854 -8101.511 127     -5517.032
## environment    157      -8129.692 -8482.05  -6123.616 37      -8527.642
## all covariates 253      -7929.265 -8497.077 -6138.155 73      -8562.225
##                pen_loglik density   
## no covariate   -4979.653  0.06888889
## location       -4900.724  0.2822222 
## environment    -8169.448  0.08222222
## all covariates -7952.267  0.1622222