networktools (version 1.2.1)

depression: Simulated Depression Profiles

Description

This simulated dataset contains severity ratings for 9 symptoms of major depressive disorder in 1000 individuals. Symptom ratings are assumed to be self-reported on a 100 point sliding scale.

Usage

depression

Format

a dataframe. Columns represent symptoms and rows represent individuals

Examples

# NOT RUN {
head(depression)
# }
# NOT RUN {
out1 <- impact(depression)
summary(out1)
plot(out1)

out2 <- edge.impact(depression, gamma=0.75, nodes=c("sleep_disturbance", "psychomotor_retardation"))
summary(out2)
plot(out2)

# Visualize depression networks for "low" psychomotor retardation vs. "high" psychomotor retardation
par(mfrow=c(1,2))
qgraph::qgraph(out2$lo$psychomotor_retardation, title="Low Psychomotor Retardation")
qgraph::qgraph(out2$hi$psychomotor_retardation, title="High Psychomotor Retardation")
# }
# NOT RUN {
# }