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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install.packages('deductive')

Monthly Downloads

303

Version

1.0.0

License

GPL-3

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Repository

https://github.com/data-cleaning/deductive

Maintainer

Mark der Loo

Last Published

March 29th, 2021

Functions in deductive (1.0.0)

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)