PROBIT statistics function for bootstrap estimation — bootPROBIT • bbw

PROBIT statistics function for bootstrap estimation

Usage

bootPROBIT(x, params, threshold = THRESHOLD)

Arguments

x: A data frame with primary sampling unit (PSU) in column named psu and with data column/s containing the continuous variable/s of interest with column names corresponding to params values
params: A vector of column names corresponding to the continuous variables of interest contained in x
threshold: cut-off value for continuous variable to differentiate case and non-case

Value

A numeric vector of the PROBIT estimate of each continuous variable of interest with length equal to length(params)

Examples

# Example call to bootBW function:
sampled_clusters <- boot_bw_sample_clusters(
  x = indicatorsCH1, w = boot_bw_weight(villageData)
)

boot <- boot_bw_sample_within_clusters(sampled_clusters)

bootPROBIT(x = boot,
           params = "muac1",
           threshold = 115)
#> [1] 0.1816663