generate_report_ceuclide | R Documentation |
This function takes a dataframe, a factor or factors (two or more) and returns a Microsoft Word document about the Euclidean distances matrix or matrices (two or more) and the p-values matrix or matrices (two or more).
generate_report_ceuclide(
dataset,
formula,
pvalue.method = "permutation",
seed = NULL,
min_group_size = 3
)
dataset |
A dataframe. |
formula |
A variable or variables (two or more) with factors which you want to calculate the Euclidean distances matrix or matrices (two or more) and the p_values matrix or matrices (two or more). |
pvalue.method |
A p_value method used to calculate the matrix or matrices (two or more), the default value is "permutation". Another method is "bootstrap". |
seed |
Optionally, set a seed for "bootstrap" or "permutation". |
min_group_size |
Minimum group size to maintain. The default value is 3, therefore factors, inside variables, with less than 3 observations will be discarded. |
A Microsoft Word document about the Euclidean distances matrix or matrices (two or more) and the p_values matrix or matrices (two or more).
# Example with iris dataset
data(airquality)
# Generate a report about "Species" factor in iris dataset
generate_report_ceuclide(airquality, ~Month, pvalue.method = 'bootstrap',
min_group_size = 3)
# Example with mtcars dataset
data(mtcars)
# Generate a report about "am" and "vs" factors in mtcars dataset
generate_report_ceuclide(mtcars, ~am + vs,
pvalue.method = 'bootstrap', seed = 100, min_group_size = 3)
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