Deductive Correction, Deductive Imputation, and Deterministic Correction
deducorrect object
Deductive correction methods for sign, rounding and typing errors
Test if a list of matrices are all unimodular
Apply flips and swaps to a record.
Rules for deterministic correction
Correct records under linear restrictions for rounding errors
Correct sign errors and value interchanges in data records
Correct records under linear restrictions using typographical error su...
Deterministic correction
Derive imputation values for categorical data
Find out which variables can deductively be imputed with 0
Deductive imputation of numerical or categorical values
workhorse for correctSigns
Check record validity and suggest typo corrections
Get name of R user.
Calculate the Damerau Levenshtein Distance between two strings
Determine if a matrix is totally unimodular using Heller and Tompkins ...
Impute values from solution space
Test for total unimodularity of a matrix.
Generate an S3 deducorrect object
Determine if a matrix is unimodular using recursive Raghavachari crite...
Apply reduction method from Scholtus (2008)
Scapegoat algorithm
Solution space for missing values under equality constraints
Create empty status vector
Solve an optimization problem using a tree algorithm as described in S...
A collection of methods for automated data cleaning where all actions are logged.