Calculate data statistics

This helper function can be particularly useful for visualizing heatmap patterns of a numeric matrix with values that are extremely similar.

precise_stats(data, parallel = FALSE, verbose = FALSE)

Arguments

data	A square, numeric dataframe, matrix or tibble.

Value

A square, numeric matrix with new diagonal.

Details

Unless replace = "geometric", missing values will not be removed.

References

Muchmore, B., Muchmore P. and Alarcón-Riquelme ME. (2018). Optimal Distance Matrix Construction with PreciseDist and PreciseGraph.

Andrew Bray, Chester Ismay, Ben Baumer and Mine Cetinkaya-Rundel (2018). infer: Tidy Statistical Inference. R package version 0.1.1. https://CRAN.R-project.org/package=infer

Examples

test_matrix <- replicate(10, rnorm(10))

test_result_1 <- test_matrix %>%
  precise_diagonal()
#> Error in precise_diagonal(.): could not find function "precise_diagonal"

test_result_2 <- test_matrix %>%
  precise_diagonal(replace = "geometric")
#> Error in precise_diagonal(., replace = "geometric"): could not find function "precise_diagonal"

test_result_3 <- test_matrix %>%
  precise_diagonal(replace = 0)
#> Error in precise_diagonal(., replace = 0): could not find function "precise_diagonal"