deductive: Data Correction and Imputation Using Deductive Methods
Version 0.1.1

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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AuthorMark van der Loo [cre, aut], Edwin de Jonge [aut]
Date of publication2016-10-09 14:27:02
MaintainerMark van der Loo <mark.vanderloo@gmail.com>
LicenseGPL-3
Version0.1.1
URL https://github.com/data-cleaning/deductive
Package repositoryView on CRAN
InstallationInstall the latest version of this package by entering the following in R:
install.packages("deductive")

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...

Functions

correct_typos Man page
correct_typos,data.frame,validator-method Man page
deductive Man page
deductive-package Man page
getTypoCorrection Source code
impute_implied Source code
impute_implied_x Source code
impute_lr Man page
impute_lr,data.frame,validator-method Man page
impute_range Source code
impute_range_x Source code
is_gt_zero_constraint Source code
pivimpute Source code
tree Man page Source code
vec2df Source code
zeroimpute Source code

Files

tests
tests/testthat.R
tests/testthat
tests/testthat/test_linimpute.R
tests/testthat/test_correct_typos.R
src
src/imputezero.c
NAMESPACE
NEWS
R
R/linimpute.R
R/deductive-pkg.R
R/typocorr.R
MD5
DESCRIPTION
man
man/impute_lr.Rd
man/correct_typos.Rd
man/deductive.Rd
man/tree.Rd
deductive documentation built on May 20, 2017, 4:03 a.m.