Benford_simulation: Simulates N Benford distribution datasets with matching digit...

In jlederluis/digitanalysis: Digit Analysis

Simulates N Benford distribution datasets with matching digit places as the observed dataset.

Description

Simulates N Benford distribution datasets with matching digit places as the observed dataset.

Usage

Benford_simulation(N, freq_table, expected_mean, contingency_table)

Arguments

N	The number of Benford conforming datasets to simulate. 2400 seconds for N=10,000; data dimension = 4000 x 5 total digits.
freq_table	freq_table item returned from get_expected_mean
expected_mean	expected_mean item returned from get_expected_mean
contingency_table	The user-input probability table of arbitrary distribution. Overwrites distribution if not NA. Must be a dataframe of the form as benford_table. Defaulted to NA. Check out load(file = "data/benford_table.RData") to see the format of benford_table

Value

A dataframe for the mean of each simulated dataset in every digit place

jlederluis/digitanalysis documentation built on Nov. 5, 2023, 11:46 a.m.