Other packages > Find by keyword >

blocking  

Various Blocking Methods for Entity Resolution
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("blocking", "1.0.1")



Attach the package and use:
library("blocking")
Maintained by
Maciej Beręsewicz
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2025-06-13
Latest Update: 2025-06-18
Description:
The goal of 'blocking' is to provide blocking methods for record linkage and deduplication using approximate nearest neighbour (ANN) algorithms and graph techniques. It supports multiple ANN implementations via 'rnndescent', 'RcppHNSW', 'RcppAnnoy', and 'mlpack' packages, and provides integration with the 'reclin2' package. The package generates shingles from character strings and similarity vectors for record comparison, and includes evaluation metrics for assessing blocking performance including false positive rate (FPR) and false negative rate (FNR) estimates. For details see: Papadakis et al. (2020) <doi:10.1145/3377455>, Steorts et al. (2014) <doi:10.1007/978-3-319-11257-2_20>, Dasylva and Goussanou (2021) <https://www150.statcan.gc.ca/n1/en/catalogue/12-001-X202100200002>, Dasylva and Goussanou (2022) <doi:10.1007/s42081-022-00153-3>.
How to cite:
Maciej Beręsewicz (2025). blocking: Various Blocking Methods for Entity Resolution. R package version 1.0.1, https://cran.r-project.org/web/packages/blocking. Accessed 06 Aug. 2026.
Previous versions and publish date:
(2026-07-09 07:22), 1.0.0 (2025-06-13 07:10), 1.0.1 (2025-06-18 10:40), 1.0.2 (2026-03-11 13:40)
Other packages that cited blocking R package
View blocking citation profile
Other R packages that blocking depends, imports, suggests or enhances
Complete documentation for blocking
Functions, R codes and Examples using the blocking R package
Full blocking package functions and examples
Downloads during the last 30 days

Today's Hot Picks in Authors and Packages

RRedshiftSQL  
R Interface to the 'Redshift' Database
Superclasses 'PostgreSQL' connection to help enable full 'dplyr' functionality on 'Redshift'. ...
Download / Learn more Package Citations See dependency  
TMDb  
Access to TMDb API
Provides an R-interface to the TMDb API (see TMDb API on < ...
Download / Learn more Package Citations See dependency  
r2resize  
In-Text Resize for Images, Tables and Fancy Resize Containers in 'shiny', 'rmarkdown' and 'quarto' Documents
Automatic resizing toolbar for containers, images and tables. Various resizable or expandable contai ...
Download / Learn more Package Citations See dependency  
SAMBA  
Selection and Misclassification Bias Adjustment for Logistic Regression Models
Health research using data from electronic health records (EHR) has gained popularity, but miscla ...
Download / Learn more Package Citations See dependency  
lsmeans  
Least-Squares Means
Obtain least-squares means for linear, generalized linear, and mixed models. Compute contrasts or l ...
Download / Learn more Package Citations See dependency  

28,083

R Packages

239,283

Dependencies

74,457

Author Associations

28,084

Publication Badges

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