deductive: Data Correction and Imputation Using Deductive Methods

Share:

Attempt to repair inconsistencies and missing values in data records by using information from valid values and validation rules restricting the data.

Author
Mark van der Loo [cre, aut], Edwin de Jonge [aut]
Date of publication
2016-10-09 14:27:02
Maintainer
Mark van der Loo <mark.vanderloo@gmail.com>
License
GPL-3
Version
0.1.1
URLs

View on CRAN

Man pages

correct_typos
Correct typos in restricted numeric data
deductive
Deductive Data Correction and Imputation
impute_lr
Impute values derived from linear (in)equality restrictions.
tree
Solve an optimization problem using a tree algorithm as...

Files in this package

deductive
deductive/tests
deductive/tests/testthat.R
deductive/tests/testthat
deductive/tests/testthat/test_linimpute.R
deductive/tests/testthat/test_correct_typos.R
deductive/src
deductive/src/imputezero.c
deductive/NAMESPACE
deductive/NEWS
deductive/R
deductive/R/linimpute.R
deductive/R/deductive-pkg.R
deductive/R/typocorr.R
deductive/MD5
deductive/DESCRIPTION
deductive/man
deductive/man/impute_lr.Rd
deductive/man/correct_typos.Rd
deductive/man/deductive.Rd
deductive/man/tree.Rd