generate_report_cmanhattan {cmahalanobis} | R Documentation |
Generate a Microsoft Word document about the Manhattan distance and the p-values matrices with corresponding plots.
Description
This function takes a dataframe, a factor and returns a Microsoft Word document about the Manhattan distance matrix and the p-values matrix with corresponding plots.
Usage
generate_report_cmanhattan(
dataset,
formula,
pvalue.method = "chisq",
num.permutations = 10,
num.bootstraps = 10
)
Arguments
dataset |
A dataframe. |
formula |
A factor which you want to calculate the Manhattan distance matrix and the p_values matrix. |
pvalue.method |
A p_value method used to calculate the matrix, the default value is "chisq".Other methods are "permutation" and "bootstrap". |
num.permutations |
Number of permutation to specify if you select "permutation" in "pvalue.method". The default value is 100. |
num.bootstraps |
Number of bootstrap to specify if you select "bootstrap" in "p_value method". The default value is 10. |
Value
A Microsoft Word document about the Manhattan distance matrix and the p_values matrix.
Examples
# Generate a report about "Species" factor in iris dataset
generate_report_cmanhattan(iris, ~Species)
# Generate a report about "am" factor in mtcars dataset
generate_report_cmanhattan(mtcars, ~am)
[Package cmahalanobis version 0.4.1 Index]