1. All five variables
## n_profile model LL AIC BIC SABIC CAIC Entropy
## 1 2 2 -19107.73 -19107.73 38423.27 38340.65 38267.95 0.924
## VLMR_val VLMR_p LMR_val LMR_p
## 1 NA NA 832.934 0
## n_profile model LL AIC BIC SABIC CAIC Entropy
## 1 3 1 -19453.38 -19453.38 39082.59 39012.69 38951.11 0.794
## VLMR_val VLMR_p LMR_val LMR_p
## 1 NA NA 863.512 0.0136
## n_profile model LL AIC BIC SABIC CAIC Entropy
## 1 3 2 -18897.06 -18897.06 38049.88 37948.2 37858.85 0.88
## VLMR_val VLMR_p LMR_val LMR_p
## 1 NA NA 412.736 0
## n_profile model LL AIC BIC SABIC CAIC Entropy
## 1 4 1 -19196.33 -19196.33 38616.44 38527.47 38449.21 0.811
## VLMR_val VLMR_p LMR_val LMR_p
## 1 NA NA 503.605 0
## n_profile model LL AIC BIC SABIC CAIC Entropy
## 1 4 2 -18659.68 -18659.68 37623.06 37502.32 37396.37 0.922
## VLMR_val VLMR_p LMR_val LMR_p
## 1 NA NA 465.075 0
## n_profile model LL AIC BIC SABIC CAIC Entropy
## 1 5 1 -18817.93 -18817.93 37907.6 37799.57 37704.68 0.913
## VLMR_val VLMR_p LMR_val LMR_p
## 1 NA NA 741.329 0
## n_profile model LL AIC BIC SABIC CAIC Entropy
## 1 6 1 -18648.78 -18648.78 37617.26 37490.17 37378.7 0.888
## VLMR_val VLMR_p LMR_val LMR_p
## 1 NA NA 331.386 0
## n_profile model LL AIC BIC SABIC CAIC Entropy
## 1 7 1 -18407.23 -18407.23 37182.11 37035.95 36907.95 0.886
## VLMR_val VLMR_p LMR_val LMR_p
## 1 NA NA 512.455 0.0121
## n_profile model LL AIC BIC SABIC CAIC Entropy
## 1 8 1 -18272.19 -18272.19 36959.97 36794.74 36650.27 0.887
## VLMR_val VLMR_p LMR_val LMR_p
## 1 NA NA 264.577 0.0349
## n_profiles model_1 model_2
## 1 2 39916.157 38423.266
## 2 3 39082.592 38049.877
## 3 4 38616.439 37623.057
## 4 5 37907.604 Warning: LL not replicated
## 5 6 37617.262 Warning: LL not replicated
## 6 7 37182.108 Warning: LL not replicated
## 7 8 36959.967 Warning: LL not replicated
## 8 9 Warning: LL not replicated Warning: LL not replicated