Other packages > Find by keyword >

UnitMix  

Detecting Measurement-Unit Errors via Gaussian Mixture Models
View on CRAN: Click here


Download and install UnitMix package within the R console
Install from CRAN:
install.packages("UnitMix")

Install from Github:
library("remotes")
install_github("cran/UnitMix")

Install by package version:
library("remotes")
install_version("UnitMix", "0.0.1")



Attach the package and use:
library("UnitMix")
Maintained by
Cristina Faricelli
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2026-03-16
Latest Update: 2026-03-16
Description:
Tools to detect and correct measurement-unit errors in multivariate numeric data using model-based clustering. Gaussian mixture models with user-defined translation vectors identify clusters of records that differ in scale or unit. Core functionality includes cluster assignment via the EM algorithm, error correction based on posterior probabilities and pairwise scatterplot visualizations. For more details see Di Zio, Guarnera and Luzi (2005) <https://www150.statcan.gc.ca/n1/en/pub/12-001-x/2005001/article/8087-eng.pdf>.
How to cite:
Cristina Faricelli (2026). UnitMix: Detecting Measurement-Unit Errors via Gaussian Mixture Models. R package version 0.0.1, https://cran.r-project.org/web/packages/UnitMix. Accessed 28 Jul. 2026.
Previous versions and publish date:
No previous versions
Other packages that cited UnitMix R package
View UnitMix citation profile
Other R packages that UnitMix depends, imports, suggests or enhances
Complete documentation for UnitMix
Functions, R codes and Examples using the UnitMix R package
Full UnitMix package functions and examples
Downloads during the last 30 days

Today's Hot Picks in Authors and Packages

openintro  
Datasets and Supplemental Functions from 'OpenIntro' Textbooks and Labs
Supplemental functions and data for 'OpenIntro' resources, which includes open-source textbooks and ...
Download / Learn more Package Citations See dependency  
NPBayesImputeCat  
Non-Parametric Bayesian Multiple Imputation for Categorical Data
These routines create multiple imputations of missing at random categorical data, and create multipl ...
Download / Learn more Package Citations See dependency  
daqapo  
Data Quality Assessment for Process-Oriented Data
Provides a variety of methods to identify data quality issues in process-oriented data, which are us ...
Download / Learn more Package Citations See dependency  
ExplodeLayout  
Calculate Exploded Coordinates Based on Original Node Coordinates and Node Clustering Membership
Current layout algorithms such as Kamada Kawai do not take into consideration disjoint clusters in a ...
Download / Learn more Package Citations See dependency  
quickcode  
Quick and Essential 'R' Tricks for Better Scripts
The NOT functions, 'R' tricks and a compilation of some simple quick plus often used 'R' codes to im ...
Download / Learn more Package Citations See dependency  
textmineR  
Functions for Text Mining and Topic Modeling
An aid for text mining in R, with a syntax that should be familiar to experienced R users. Provides ...
Download / Learn more Package Citations See dependency  

27,987

R Packages

239,283

Dependencies

74,234

Author Associations

27,988

Publication Badges

© Copyright since 2022. All right reserved, rpkg.net.  Based in Cambridge, Massachusetts, USA