Error Detection in Science
Compute minimal audit()
summaries
Summarize output of sequence mappers and total-n mappers
Summarize scrutiny objects
Alert user if more specific audit_*()
summaries are available
Check that a mapper's input has correct column names
Is an object a consistency test output tibble?
Using DEBIT with dispersed inputs
Use DEBIT with hypothetical group sizes
Apply DEBIT to many cases
Visualize DEBIT results
The DEBIT (descriptive binary) test
Count decimal places in a data frame
Count decimal places
Vary hypothetical group sizes
Count duplicate values by column
Count duplicate values
Detect duplicate values
Count duplicates at each observation
Generalized rounding to the nearest fraction of a specified denominato...
Create new *_map_seq()
functions
Create new *_map_total_n()
functions
Create new *_map()
functions
Granularity of non-continuous scales
GRIM-testing with dispersed inputs
GRIM-testing with hypothetical group sizes
GRIM-test many cases at once
Visualize GRIM test results
Upper bound for the GRIM ratio
Possible GRIM inconsistencies
The GRIM test (granularity-related inconsistency of means)
GRIMMER-testing with dispersed inputs
GRIMMER-testing with hypothetical group sizes
GRIMMER-test many cases at once
The GRIMMER test (granularity-related inconsistency of means mapped to...
Test whether a vector is numeric or coercible to numeric
Helper column operations
Enable name-independent key column identification
Extract substrings from before and inside parentheses
Pipe operator
General interface to reconstructing rounded numbers
Restore trailing zeros
Reverse the *_map_seq()
process
Reverse the *_map_total_n()
process
Compute rounding bias
Common rounding procedures
Uncommon rounding procedures
Turn row values into column names
scrutiny: Error Detection in Science
Standard deviation of binary data
Sequence generation with dispersion at decimal level
Set sequence length
Rank sequence test results
Sequence generation at decimal level
Is a vector a certain kind of sequence?
Split columns by parentheses, brackets, braces, or similar
Test for subsets, supersets, and equal sets
Tidy eval helpers
Unnest a test result column
Reconstruct rounding bounds
Documentation template for audit_seq()
Documentation template for audit_total_n()
Documentation template for audit()
Documentation template for function factory conventions
Test published summary statistics for consistency (Brown and Heathers, 2017, <doi:10.1177/1948550616673876>; Allard, 2018, <https://aurelienallard.netlify.app/post/anaytic-grimmer-possibility-standard-deviations/>; Heathers and Brown, 2019, <https://osf.io/5vb3u/>). The package also provides infrastructure for implementing new error detection techniques.
Useful links