combine_replicates: Combine imputed replicates according to calculate totals....

In verdata: Analyze Data from the Truth Commission in Colombia

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 summary_observed.
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 (edad) < 18.
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)

verdata documentation built on June 8, 2025, 11:46 a.m.