Error Detection in Science

Documentation for package ‘scrutiny’ version 1.0.0

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absorb_key_args	Rename key columns according to the key arguments
add_up_to	Do reported counts add up to their total?
add_up_to_map	Test whether reported counts add up to their totals
audit	Summarize scrutiny objects
audit-special	Classes of sequence and total-n mapper output
audit_cols_minimal	Compute minimal 'audit()' summaries
before_parens	Extract substrings from before and inside parentheses
check_mapper_input_colnames	Check that a mapper's input has the right column names
data-frame-predicates	Is an object the output of a mapper function?
debit	The DEBIT (descriptive binary) test
debit_closest	Achievable means and SDs of binary data
debit_explain	Explain a DEBIT test step by step
debit_map	DEBIT-test many cases at once
debit_map_seq	DEBIT-test values around the reported ones
debit_map_total_n	DEBIT-test with hypothetical group sizes
debit_plot	Visualize DEBIT results
debit_plot_line	Visualize the standard deviations that DEBIT admits
debit_values	Achievable means and SDs of binary data
decimal_places	Count decimal places
disperse	Vary hypothetical group sizes
disperse2	Vary hypothetical group sizes
disperse_total	Vary hypothetical group sizes
duplicate_count	Count duplicate values
duplicate_count_colpair	Count duplicate values by column pair
duplicate_tally	Count duplicates at each observation
explain_map	Explain mapper results row by row
explain_print	Print the explanations of mapper results
function_map	Create new *_map() functions
function_map_seq	Create new *_map_seq() functions
function_map_total_n	Create new *_map_total_n() functions
grim	The GRIM test (granularity-related inconsistency of means)
grim-stats	Possible GRIM inconsistencies
grimmer	The GRIMMER test (granularity-related inconsistency of means mapped to error repeats)
grimmer_closest	Achievable means and SDs behind a reported pair
grimmer_explain	Explain a GRIMMER test step by step
grimmer_map	GRIMMER-test many cases at once
grimmer_map_seq	GRIMMER-test values around the reported ones
grimmer_map_total_n	GRIMMER-test with hypothetical group sizes
grimmer_plot_line	Visualize the standard deviations that GRIMMER admits
grimmer_values	Achievable means and SDs behind a reported pair
grim_binomial	Poisson binomial test for the rate of GRIM consistency
grim_binomial_power	Power of the GRIM binomial test
grim_closest	Achievable means behind a reported one
grim_explain	Explain a GRIM test step by step
grim_exp_incon	Possible GRIM inconsistencies
grim_granularity	Granularity of non-continuous scales
grim_grid	GRIM results on a grid of sample sizes and means
grim_map	GRIM-test many cases at once
grim_map_seq	GRIM-test values around the reported ones
grim_map_total_n	GRIM-test with hypothetical group sizes
grim_plot_grid	Visualize GRIM test results
grim_plot_line	Visualize the means that GRIM admits
grim_plot_rates	Compare GRIM inconsistency rates to random means
grim_total	Possible GRIM inconsistencies
grim_values	Achievable means behind a reported one
inside_parens	Extract substrings from before and inside parentheses
is_map_basic_df	Is an object the output of a mapper function?
is_map_df	Is an object the output of a mapper function?
is_map_seq_df	Is an object the output of a mapper function?
is_map_total_n_df	Is an object the output of a mapper function?
manage_helper_col	Manage a helper column
parens-extractors	Extract substrings from before and inside parentheses
percentage_of	Is a reported percentage consistent with its count?
percentage_of_map	Test many reported percentages against their counts
percentage_of_map_seq	Test percentages against their counts with values around the reported ones
pigs1	Means and sample sizes for GRIM-testing
pigs2	Percentages and sample sizes for GRIM-testing
pigs3	Binary means and standard deviations for DEBIT-testing
pigs4	Data with duplications
pigs5	Means, SDs, and sample sizes for GRIMMER-testing
reverse_map_seq	Reconstruct the input of a sequence mapper
reverse_map_total_n	Reconstruct the input of a total-n mapper
row_to_colnames	Turn row values into column names
scrutiny_meta	Read the settings a mapper recorded on its output
sd-binary	Standard deviation of binary data
sd_binary_0_n	Standard deviation of binary data
sd_binary_1_n	Standard deviation of binary data
sd_binary_groups	Standard deviation of binary data
sd_binary_mean_n	Standard deviation of binary data
seq_disperse	Sequences dispersed around a value
seq_disperse_df	Sequences dispersed around a value
split_by_parens	Split columns by parentheses, brackets, braces, or similar