Mode-collapse diagnostics (Geron Ch 18, morie.fn hmmdc)

Mode-collapse diagnostics (Geron Ch 18, morie.fn hmmdc)

Usage

morie_geron_mode_collapse(samples, reference = NULL, tol = NULL)

Arguments

samples

Generated samples.

reference

Optional real data.

tol

Optional mode radius.

Value

List with n_modes, collapse_score, mean_pairwise_distance, coverage, mode_labels, mode_sizes, estimate, n, method.

Examples

V <- c(1, 2, 3, 4, 5, 6, 7, 8)
morie_geron_mode_collapse(V)
#> $n_modes
#> [1] 8
#> 
#> $collapse_score
#> [1] 0
#> 
#> $mean_pairwise_distance
#> [1] 3
#> 
#> $max_pairwise_distance
#> [1] 7
#> 
#> $coverage
#> NULL
#> 
#> $mode_labels
#> [1] 0 1 2 3 4 5 6 7
#> 
#> $mode_sizes
#> [1] 1 1 1 1 1 1 1 1
#> 
#> $tol
#> [1] 0.35
#> 
#> $estimate
#> [1] 0
#> 
#> $n
#> [1] 8
#> 
#> $method
#> [1] "Mode-collapse diagnostics"
#>