Summarize Bootstrap Results for a Grouped Transition Network

Summarize Bootstrap Results for a Grouped Transition Network

Usage

# S3 method for class 'group_tna_bootstrap'
summary(object, ...)

Arguments

object

A group_tna_bootstrap object.

...

Ignored.

Value

A summary.group_tna_bootstrap object containing the weight, p-value and confidence interval of each edge for each cluster.

See also

Validation functions bootstrap(), deprune(), estimate_cs(), permutation_test(), plot.group_tna_stability(), plot.tna_permutation(), plot.tna_stability(), print.group_tna_bootstrap(), print.group_tna_stability(), print.summary.group_tna_bootstrap(), print.summary.tna_bootstrap(), print.tna_bootstrap(), print.tna_permutation(), print.tna_stability(), prune(), pruning_details(), reprune(), summary.tna_bootstrap()

Examples

model <- group_tna(engagement_mmm)
# Small number of iterations for CRAN
boot <- bootstrap(model, iter = 10)
summary(boot)
#>        group       from         to     weight p_value   sig   ci_lower
#> 1  Cluster 1     Active     Active 0.70615034     0.0  TRUE 0.64745250
#> 2  Cluster 1     Active    Average 0.51339286     0.0  TRUE 0.47577586
#> 3  Cluster 1     Active Disengaged 0.33333333     0.3 FALSE 0.20156250
#> 4  Cluster 1    Average     Active 0.29384966     0.0  TRUE 0.25591845
#> 5  Cluster 1    Average    Average 0.45982143     0.0  TRUE 0.42543801
#> 6  Cluster 1    Average Disengaged 0.38095238     0.2 FALSE 0.29411765
#> 7  Cluster 1 Disengaged    Average 0.02678571     0.6 FALSE 0.01446893
#> 8  Cluster 1 Disengaged Disengaged 0.28571429     0.2 FALSE 0.17135417
#> 9  Cluster 2     Active     Active 0.49242424     0.0  TRUE 0.44338582
#> 10 Cluster 2     Active    Average 0.32495164     0.0  TRUE 0.29212615
#> 11 Cluster 2     Active Disengaged 0.33333333     0.2 FALSE 0.23275622
#> 12 Cluster 2    Average     Active 0.44191919     0.0  TRUE 0.37841143
#> 13 Cluster 2    Average    Average 0.58607350     0.0  TRUE 0.56613740
#> 14 Cluster 2    Average Disengaged 0.57333333     0.0  TRUE 0.47171808
#> 15 Cluster 2 Disengaged     Active 0.06565657     0.3 FALSE 0.04487134
#> 16 Cluster 2 Disengaged    Average 0.08897485     0.0  TRUE 0.07776055
#> 17 Cluster 2 Disengaged Disengaged 0.09333333     0.7 FALSE 0.02912730
#> 18 Cluster 3     Active     Active 0.30067568     0.0  TRUE 0.26751959
#> 19 Cluster 3     Active    Average 0.15940767     0.0  TRUE 0.14238995
#> 20 Cluster 3     Active Disengaged 0.06578947     0.0  TRUE 0.05346168
#> 21 Cluster 3    Average     Active 0.60810811     0.0  TRUE 0.58646094
#> 22 Cluster 3    Average    Average 0.57317073     0.0  TRUE 0.55539541
#> 23 Cluster 3    Average Disengaged 0.47076023     0.0  TRUE 0.44673049
#> 24 Cluster 3 Disengaged     Active 0.09121622     0.0  TRUE 0.07291165
#> 25 Cluster 3 Disengaged    Average 0.26742160     0.0  TRUE 0.25751555
#> 26 Cluster 3 Disengaged Disengaged 0.46345029     0.0  TRUE 0.43083011
#>      ci_upper
#> 1  0.74408155
#> 2  0.55930930
#> 3  0.48014706
#> 4  0.35254750
#> 5  0.49160201
#> 6  0.50000000
#> 7  0.03399573
#> 8  0.33671875
#> 9  0.55056335
#> 10 0.35334908
#> 11 0.44427905
#> 12 0.47669865
#> 13 0.62718776
#> 14 0.68208955
#> 15 0.08239359
#> 16 0.10329677
#> 17 0.15942551
#> 18 0.32367207
#> 19 0.16611585
#> 20 0.07322435
#> 21 0.64480062
#> 22 0.59249061
#> 23 0.50433396
#> 24 0.10800432
#> 25 0.28053006
#> 26 0.48360196