combine_replicates {verdata} | R Documentation |
Combine imputed replicates according to calculate totals. Combination is done using the standard approach that makes use of the laws of total expectation and total variance.
Description
Combine imputed replicates according to calculate totals. Combination is done using the standard approach that makes use of the laws of total expectation and total variance.
Usage
combine_replicates(
violation,
replicates_obs_data,
replicates_data,
strata_vars = NULL,
conflict_filter = TRUE,
forced_dis_filter = FALSE,
edad_minors_filter = FALSE,
include_props = FALSE,
digits = 2
)
Arguments
violation |
Violation to be analyzed. Options are "homicidio", "secuestro", "reclutamiento" and "desaparicion". |
replicates_obs_data |
The data frame that results from applying |
replicates_data |
A data frame containing replicates data. |
strata_vars |
Variable with all observations (without missing values). |
conflict_filter |
Filter that indicates if the data is filtered using the "is_conflict" rule. |
forced_dis_filter |
Filter that indicates if the data is filtered using the "is_forced_dis" rule. |
edad_minors_filter |
Optional filter by age ( |
include_props |
A logical value indicating whether or not to include the proportions from the calculations before merging with summary_observed's output. |
digits |
Number of decimal places to round the results to. Default value is 2. |
Value
A data frame with 5 or more columns: name of variable(s), observed
the number of observations in each category for every variable, imp_lo
the
lower bound of the 95% confidence interval, imp_hi
the upper bound of the
95% confidence interval, and imp_mean
the point estimate of the mean value.
Examples
local_dir <- system.file("extdata", "right", package = "verdata")
replicates_data <- read_replicates(local_dir, "reclutamiento", c(1, 2),
version = "v1")
replicates_obs_data <- summary_observed("reclutamiento", replicates_data,
strata_vars = "sexo", conflict_filter = FALSE, forced_dis_filter = FALSE,
edad_minors_filter = FALSE, include_props = FALSE, digits = 2)
tab_combine <- combine_replicates("reclutamiento", replicates_obs_data,
replicates_data, strata_vars = 'sexo', conflict_filter = TRUE,
forced_dis_filter = FALSE, edad_minors_filter = FALSE, include_props = FALSE,
digits = 2)