| align_digits | Align the digits from the left/right of a data column and... |
| all_digits_test | Performs all-digit-place two-way chi square test vs Benford’s... |
| Benford_simulation | Simulates N Benford distribution datasets with matching digit... |
| Benford_table | The dataset for contingency table of each digit in each digit... |
| break_by_category | Breaks the data on specified column |
| calculate_weighted_p | Computes weighted average probability of high digits across... |
| chi_square_gof | Performs chi square test for goodness of fit test. Plots... |
| combine_by_columns | Fetches the merged rows of all data columns aligned-right... |
| compute_percent_rounded_digits | Compute the percent of rounded digits in a given dataframe.... |
| counts_observed | Find the frequency of terminal digit pairs occuring in the... |
| DigitAnalysis-class | The class object for DigitAnalysis package |
| digit_pairs_test | Performs terminal digit pair binomial test vs uniform... |
| drop_disqualified_columns | Drops disqualified columns in both expected and observed... |
| drop_first_digit_places | Remove first digit from a left-aligned/right-aligned digits... |
| drop_last_digit_places | Remove last digit from a left-aligned/right-aligned digits... |
| find_percent_repeats | Finds the percent of repeats in the given data based on given... |
| format_p_values | Display p-value as decimals when p-value >= 0.001, and as... |
| freq_true | Computes the theoratical frequency of terminal digit pairs |
| get_benford_mean | Obtains Benford mean in each digit place after specifying... |
| get_data_columns | Grab all data column names when data_columns = 'all' |
| get_df | Compute the degrees of freedom for the input chi square test... |
| get_expected_mean | Obtains expected mean conforming to Benford's Law from input... |
| get_observed_mean | Obtains the observed mean from input 'data' |
| get_p_value | Obtains p_values for comparing with Monte Carlo simulated... |
| get_round_unround_digitdata | Creates two two copies of digitdata: • A copy with only round... |
| grab_desired_aligned_columns | Fetches the left-aligned/right-aligned data columns for... |
| high_low_by_digit_place | Computes the high low digit binomial test by digit place for... |
| high_low_test | Performs high to low digit tests vs probability of high to... |
| hist_2D | Plot 2d histogram given data. Either rownames or colnames... |
| hist_2D_variables | Plot 2d histogram with multiple variables as specified by... |
| hist_3d | Plot 3D histogram. The display follows that rows will be... |
| input_check | Asserts the input to user accessible functions in this... |
| load_Benford_table | Loads Benford contingency table |
| make_aligned_data | Create the dataframe with the left/right aligned digits of... |
| make_cleaned_data | Clean up the numeric columns of dataframe |
| make_numeric_data | Create dataframe for only the numeric columns of the cleaned... |
| make_raw_data | Load raw dataframe from file or from passed-in dataframe |
| make_sub_digitdata | Create a sub-object of the 'digitdata' object given the... |
| max_length | Find the length of the largest number in a data column |
| number_ticks | StackOverflow method to specify number of ticks for... |
| n_zeros_pattern | Gives an array of strings of zeros from length 1 to n. Helper... |
| obtain_observation | Parse cleaned digits table from 'parse_digit_places' to... |
| omit_rounded_numbers | Omits the numbers that are qualified as rounded numbers... |
| padding_test | Performs padding test vs simulations of Benford conforming... |
| parse_contingency_table | Parse the contingency table to have exclusively the desired... |
| parse_digit_places | Obtain exclusively the desired digit places for left aligned... |
| plot_aggregate_histogram | Plot aggregated histogram for each digit weighted average... |
| plot_all_digit_test | Plots the relevant plots for obseravtion table in... |
| plot_multiple_hist2d | Plot multiple plots on a single image |
| plot_table_by_columns | Plot 2D histogram on digits frequency on each digit place in... |
| process_digit_data | Create an object instance for 'DigitAnalysis'. Parse and... |
| repeat_test | Performs repeat test across 'break_out' category. |
| replicate_ELL_10_tests | Replicates Ensingmer & Leder-Luis 10 Tests |
| rounding_test | Performs rounding test vs uniform distribution across... |
| sector_test | Performs sector test to analyze uneven distribution of... |
| single_all_digits_test | Helper function for 'all_digits_test' to perform a single all... |
| single_column_aligned | Fetches the left/right aligned table for a single numeric... |
| single_high_low_test | Perform a single high low test. Helper function for... |
| single_padding_test | Perform a single padding test. Helper function for... |
| uniform_table | The dataset for contingency table of each digit in each digit... |
| unpacking_round_number_split | Get the indexes of round and unround entries in the specified... |
| unpack_round_numbers_test | Performs unpack rounded number test by performing all-digit... |
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