Examples for 'broom::tidy.rcorr'

### ** Examples


# feel free to ignore the following line—it allows {broom} to supply 
# examples without requiring the model-supplying package to be installed.
if (requireNamespace("Hmisc", quietly = TRUE)) {

# load libraries for models and data
library(Hmisc)

mat <- replicate(52, rnorm(100))

# add some NAs
mat[sample(length(mat), 2000)] <- NA

# also, column names
colnames(mat) <- c(LETTERS, letters)

# fit model
rc <- rcorr(mat)

# summarize model fit with tidiers  + visualization
td <- tidy(rc)
td

library(ggplot2)
ggplot(td, aes(p.value)) +
  geom_histogram(binwidth = .1)

ggplot(td, aes(estimate, p.value)) +
  geom_point() +
  scale_y_log10()

}