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reclin2
View on CRAN: Click
here
Download and install reclin2 package within the R console
Install from CRAN:
install.packages("reclin2")
Install from Github:
library("remotes")
install_github("cran/reclin2")
Install by package version:
library("remotes")
install_version("reclin2", "0.5.0")
Attach the package and use:
library("reclin2")
Maintained by
Jan van der Laan
[Scholar Profile | Author Map]
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2022-01-07
Latest Update: 2023-07-21
Description:
Functions to assist in performing probabilistic record linkage and deduplication: generating pairs, comparing records, em-algorithm for estimating m- and u-probabilities (I. Fellegi & A. Sunter (1969) <doi:10.1080/01621459.1969.10501049>, T.N. Herzog, F.J. Scheuren, & W.E. Winkler (2007), "Data Quality and Record Linkage Techniques", ISBN:978-0-387-69502-0), forcing one-to-one matching. Can also be used for pre- and post-processing for machine learning methods for record linkage. Focus is on memory, CPU performance and flexibility.
How to cite:
Jan van der Laan (2022). reclin2: Record Linkage Toolkit. R package version 0.5.0, https://cran.r-project.org/web/packages/reclin2
Previous versions and publish date:
Other packages that cited reclin2 R package
View reclin2 citation profile
Other R packages that reclin2 depends,
imports, suggests or enhances
Functions, R codes and Examples using
the reclin2 R package
Some associated functions: add_from_x . cluster_call . cluster_collect . cluster_modify_pairs . cluster_pair . cluster_pair_blocking . cluster_pair_minsim . comparators . compare_pairs . compare_vars . deduplicate_equivalence . get_inspect_pairs . greedy . link . linkexample . match_n_to_m . merge_pairs . pair . pair_blocking . pair_minsim . predict.problink_em . problink_em . score_simple . select_n_to_m . select_threshold . select_unique . summary.problink_em . tabulate_patterns . town_names .
Some associated R codes: RcppExports.R . add_from_x.R . cluster_call.R . cluster_collect.R . cluster_compare_pairs.R . cluster_compare_vars.R . cluster_get_comparators.R . cluster_merge_pairs.R . cluster_modify_pairs.R . cluster_pair.R . cluster_pair_blocking.R . cluster_pair_minsim.R . cluster_predict_problinkem.R . cluster_print.R . cluster_score_simple.R . cluster_select_greedy.R . cluster_select_n_to_m.R . cluster_select_threshold.R . cluster_select_unique.R . cluster_tabulate_patterns.R . comparators.R . compare_pairs.R . compare_vars.R . data.R . deduplicate_equivalence.R . distribute_over_cluster.R . equivalence.R . extend_to.R . get_comparators.R . get_inspect_pairs.R . greedy.R . link.R . match_n_to_m.R . merge_pairs.R . pair.R . pair_blocking.R . pair_minsim.R . predict_problink_em.R . print.R . problink_em.R . score_simple.R . select_greedy.R . select_n_to_m.R . select_preprocess.R . select_threshold.R . select_unique.R . set_seed.R . tabulate_patterns.R . zzz.R . Full reclin2 package functions and examples
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