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deductive (version 1.0.0)
Data Correction and Imputation Using Deductive Methods
Description
Attempt to repair inconsistencies and missing values in data records by using information from valid values and validation rules restricting the data.
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Version
1.0.0
0.1.3
0.1.2
0.1.1
0.1.0
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Install
install.packages('deductive')
Monthly Downloads
284
Version
1.0.0
License
GPL-3
Issues
1
Pull Requests
0
Stars
11
Forks
3
Repository
https://github.com/data-cleaning/deductive
Maintainer
Mark der Loo
Last Published
March 29th, 2021
Functions in deductive (1.0.0)
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deductive
Deductive Data Correction and Imputation
correct_typos
Correct typos in restricted numeric data
impute_lr
Impute values derived from linear (in)equality restrictions.
tree
Solve an optimization problem using a tree algorithm as described in Scholtus (2009)