summarise_case_drop_stability: Summarise Case Drop Stability

In InterconectaR: Psychological Network Analysis and Psychometric Insights

Summarise Case Drop Stability

Description

Summarises case-dropping bootstrap stability results from bootnet.

Usage

summarise_case_drop_stability(
  caseDroppingBoot,
  probs = c(0.025, 0.975),
  correlation_use = "pairwise.complete.obs",
  quiet = TRUE
)

Arguments

caseDroppingBoot	A bootnet case-dropping bootstrap object.
probs	Numeric vector of length 2 for confidence interval quantiles.
correlation_use	Character string for cor() use argument.
quiet	Logical, suppress printing.

Value

A data frame with stability summary statistics.

Examples

set.seed(123)
n <- 300
f1 <- rnorm(n)
f2 <- 0.3 * f1 + rnorm(n)
items <- data.frame(
  sapply(1:4, function(i) 0.7 * f1 + rnorm(n, 0, 0.7)),
  sapply(1:4, function(i) 0.7 * f2 + rnorm(n, 0, 0.7))
)
names(items) <- c(paste0("A", 1:4), paste0("B", 1:4))

net <- bootnet::estimateNetwork(items, default = "EBICglasso")
case_boot <- bootnet::bootnet(net, nBoots = 20, type = "case",
                              statistics = c("strength", "expectedInfluence"),
                              nCores = 1, verbose = FALSE)
summarise_case_drop_stability(case_boot)

InterconectaR documentation built on Oct. 16, 2026, 1:06 a.m.