ddgraph (version 1.16.0)

NCPCRobustness-class: NCPC resampling robustness...

Description

NCPC resampling robustness

Slots

raw:

(list) the raw data from the robustness analysis

params:

(list) the parameters used to generate the data (including the resampling method)

tables:

(list) the frequencies of assigning each variable to a class

runs:

(numeric) the number of resampling runs

enriched.pss:

(data.frame) the table with reports for consistently enriched variables split

enriched.ps:

(data.frame) the table with reports for consistently enriched variable split into two classes: directAndJoint, indirect

not.enriched:

(data.frame) the table with reports for the consistently not enriched variables

final.calls:

(data.frame) the table with finals calls for types of variables

Details

Data class that stores the robustness information associated with an NCPC result from resampling runs (bootstrap of jackknifing). It contains the results from the resampling runs as well as summary statistics. The final.calls slot contains the final assigned types based on resampling.