Error Detection in Science

Documentation for package ‘scrutiny’ version 0.4.0

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-- A --

anti_trunc	Uncommon rounding procedures
audit	Summarize scrutiny objects
audit-special	Summarize output of sequence mappers and total-n mappers
audit_cols_minimal	Compute minimal 'audit()' summaries
audit_seq	Summarize output of sequence mappers and total-n mappers
audit_total_n	Summarize output of sequence mappers and total-n mappers

-- B --

before_parens

Extract substrings from before and inside parentheses

-- C --

check_audit_special	Alert user if more specific audit_*() summaries are available
check_mapper_input_colnames	Check that a mapper's input has correct column names

-- D --

data-frame-predicates	Is an object a consistency test output tibble?
debit	The DEBIT (descriptive binary) test
debit_map	Apply DEBIT to many cases
debit_map_seq	Using DEBIT with dispersed inputs
debit_map_total_n	Use DEBIT with hypothetical group sizes
debit_plot	Visualize DEBIT results
decimal_places	Count decimal places
decimal_places_df	Count decimal places in a data frame
decimal_places_scalar	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
duplicate_detect	Detect duplicate values
duplicate_tally	Count duplicates at each observation

-- F --

fractional-rounding	Generalized rounding to the nearest fraction of a specified denominator
function_map	Create new *_map() functions
function_map_seq	Create new *_map_seq() functions
function_map_total_n	Create new *_map_total_n() functions

-- G --

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_map	GRIMMER-test many cases at once
grimmer_map_seq	GRIMMER-testing with dispersed inputs
grimmer_map_total_n	GRIMMER-testing with hypothetical group sizes
grim_granularity	Granularity of non-continuous scales
grim_items	Granularity of non-continuous scales
grim_map	GRIM-test many cases at once
grim_map_seq	GRIM-testing with dispersed inputs
grim_map_total_n	GRIM-testing with hypothetical group sizes
grim_plot	Visualize GRIM test results
grim_ratio	Possible GRIM inconsistencies
grim_ratio_upper	Possible GRIM inconsistencies
grim_total	Possible GRIM inconsistencies

-- I --

inside_parens	Extract substrings from before and inside parentheses
is_equal_set	Test for subsets, supersets, and equal sets
is_equal_set_vals	Test for subsets, supersets, and equal sets
is_equal_set_vecs	Test for subsets, supersets, and equal sets
is_map_basic_df	Is an object a consistency test output tibble?
is_map_df	Is an object a consistency test output tibble?
is_map_seq_df	Is an object a consistency test output tibble?
is_map_total_n_df	Is an object a consistency test output tibble?
is_numeric_like	Test whether a vector is numeric or coercible to numeric
is_proper_subset_of	Test for subsets, supersets, and equal sets
is_proper_subset_of_vals	Test for subsets, supersets, and equal sets
is_proper_subset_of_vecs	Test for subsets, supersets, and equal sets
is_proper_superset_of	Test for subsets, supersets, and equal sets
is_proper_superset_of_vals	Test for subsets, supersets, and equal sets
is_proper_superset_of_vecs	Test for subsets, supersets, and equal sets
is_seq_ascending	Is a vector a certain kind of sequence?
is_seq_descending	Is a vector a certain kind of sequence?
is_seq_dispersed	Is a vector a certain kind of sequence?
is_seq_linear	Is a vector a certain kind of sequence?
is_subset_of	Test for subsets, supersets, and equal sets
is_subset_of_vals	Test for subsets, supersets, and equal sets
is_subset_of_vecs	Test for subsets, supersets, and equal sets
is_superset_of	Test for subsets, supersets, and equal sets
is_superset_of_vals	Test for subsets, supersets, and equal sets
is_superset_of_vecs	Test for subsets, supersets, and equal sets

-- M --

manage_helper_col	Helper column operations
manage_key_colnames	Enable name-independent key column identification

-- P --

parens-extractors	Extract substrings from before and inside parentheses
pigs1	Means and sample sizes for GRIM-testing
pigs2	Percentages and sample sizes for GRIM-testing
pigs3	Binary means and standard deviations for using DEBIT
pigs4	Data with duplications
pigs5	Means, SDs, and sample sizes for GRIMMER-testing

-- R --

reround	General interface to reconstructing rounded numbers
reround_to_fraction	Generalized rounding to the nearest fraction of a specified denominator
reround_to_fraction_level	Generalized rounding to the nearest fraction of a specified denominator
restore_zeros	Restore trailing zeros
restore_zeros_df	Restore trailing zeros
reverse_map_seq	Reverse the *_map_seq() process
reverse_map_total_n	Reverse the *_map_total_n() process
rounding-common	Common rounding procedures
rounding-uncommon	Uncommon rounding procedures
rounding_bias	Compute rounding bias
round_anti_trunc	Uncommon rounding procedures
round_ceiling	Uncommon rounding procedures
round_down	Common rounding procedures
round_down_from	Common rounding procedures
round_floor	Uncommon rounding procedures
round_trunc	Uncommon rounding procedures
round_up	Common rounding procedures
round_up_from	Common rounding procedures
row_to_colnames	Turn row values into column names

-- S --

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-decimal	Sequence generation at decimal level
seq-predicates	Is a vector a certain kind of sequence?
seq_disperse	Sequence generation with dispersion at decimal level
seq_disperse_df	Sequence generation with dispersion at decimal level
seq_distance	Sequence generation at decimal level
seq_distance_df	Sequence generation at decimal level
seq_endpoint	Sequence generation at decimal level
seq_endpoint_df	Sequence generation at decimal level
seq_length	Set sequence length
seq_length<-	Set sequence length
seq_test_ranking	Rank sequence test results
split_by_parens	Split columns by parentheses, brackets, braces, or similar
subset-superset	Test for subsets, supersets, and equal sets

-- U --

unnest_consistency_cols	Unnest a test result column
unround	Reconstruct rounding bounds

-- W --

write_doc_audit	Documentation template for 'audit()'
write_doc_audit_seq	Documentation template for 'audit_seq()'
write_doc_audit_total_n	Documentation template for 'audit_total_n()'
write_doc_factory_map_conventions	Documentation template for function factory conventions