Description Usage Arguments Value Examples
View source: R/utility_functions.R
Add the balancing table to the final output
1 2 | add_balance_table(scored_data, vars, tm, id, combined_output, treat,
matches)
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scored_data |
The dataframe from score_data() |
vars |
See rollmatch() |
tm |
See rollmatch() |
id |
See rollmatch() |
combined_output |
A list of output for the rollmatch package. See make_output |
treat |
See rollmatch() |
matches |
Dataframe containing the matches from comparison_pool |
output
returns a list with the additional output:
balance |
The balancing table. |
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 | ## Not run:
data(package="rollmatch", "rem_synthdata_small")
reduced_data <- reduce_data(data = rem_synthdata_small, treat = "treat",
tm = "quarter", entry = "entry_q",
id = "indiv_id", lookback = 1)
fm <- as.formula(treat ~ qtr_pmt + yr_pmt + age)
vars <- all.vars(fm)
scored_data <- score_data(model_type = "logistic", match_on = "logit", fm = fm,
reduced_data = reduced_data, treat = "treat",
tm = "quarter", entry = "entry_q", id = "indiv_id")
comparison_pool <- compare_pool(scored_data, treat = "treat",
tm = "quarter", entry = "entry_q",
id = "indiv_id")
trimmed_pool <- trim_pool(alpha = .2, comparison_pool = comparison_pool,
scored_data = scored_data, treat = "treat",
tm = "quarter", standard_deviation = 'average')
matches <- create_matches(trimmed_pool = trimmed_pool, tm = "quarter",
num_matches = 3, replacement = TRUE)
matches <- add_matches_columns(matches)
combined_output <- make_output(scored_data = scored_data,
data = rem_synthdata_small,
matches = matches,
treat = "treat", tm = "quarter",
entry = "entry_q", id = "indiv_id", lookback = 1)
# Add balance table to the output
output <- add_balance_table(scored_data = scored_data, vars = vars,
tm = "quarter", id = "indiv_id",
combined_output = combined_output,
treat = "treat", matches = matches)
## End(Not run)
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