R: Error Detection in Science

# Error Detection in Science

## Documentation for package ‘scrutiny’ version 0.6.1

- DESCRIPTION file
- User guides, package vignettes and other documentation
- Package NEWS
- Package README

## Help Pages

A B C D F G I M P R S U W

## -- A --

absorb_key_args | Absorb key arguments from the user's call
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_args_disabled | Check that disabled arguments are not specified
check_audit_special | Alert user if more specific audit_*() summaries are available
check_factory_dots | Check that no dots-argument is misspelled
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_probability | Possible GRIM inconsistencies
grim_ratio | Possible GRIM inconsistencies
grim_total | Possible GRIM inconsistencies

## -- I --

inside_parens | Extract substrings from before and inside parentheses
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_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?

## -- 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

## -- 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