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rollmatch (version 2.0.3)
Rolling Entry Matching
Description
Functions to perform propensity score matching on rolling entry interventions for which a suitable "entry" date is not observed for nonparticipants. For more details, please reference Witman et al. (2018)
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2.0.3
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Install
install.packages('rollmatch')
Monthly Downloads
223
Version
2.0.3
License
MIT + file LICENSE
Issues
3
Pull Requests
1
Stars
7
Forks
2
Repository
https://github.com/RTIInternational/rollmatch
Maintainer
Rob Chew
Last Published
February 12th, 2024
Functions in rollmatch (2.0.3)
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compare_pool
Create a dataframe of comparisons between all treatment and control data.
rollmatch
Rolling entry matching
reduce_data
Preprocessing Step to Rolling Entry Matching
score_data
Create propensity scores using a logistic or probit regression model
make_output
Combine the results of rollmatch into a tidy list for output
run_checks_two
Run checks on variable inputs
add_matches_columns
Create Additional Columns for the Matches Dataset
rem_synthdata_small
Synthetic dataset to illustrate rolling entry (small)
add_balance_table
Add the balancing table to the final output
trim_pool
Use a caliper to trim the data to only observations within threshold
check_lookback
Run checks on variable lookback
create_matches
Algorithm to find best matches from the comparison pool
run_checks_one
Run checks on variable inputs
rem_synthdata
Synthetic dataset to illustrate rolling entry