oldr (version 0.2.3)

estimate_probit: Apply bootstrap to RAM-OP indicators using a PROBIT estimator.

Description

Apply bootstrap to RAM-OP indicators using a PROBIT estimator.

Usage

estimate_probit(
  x,
  w,
  gam.stat = probit_gam,
  sam.stat = probit_sam,
  params = "MUAC",
  outputColumns = params,
  replicates = 399
)

Value

A tibble::tibble() of boot estimates using PROBIT.

Arguments

x

Indicators dataset produced by create_op() with primary sampling unit (PSU) in column named "psu".

w

A data frame with primary sampling unit (PSU) in column named "psu" and survey weight (i.e. PSU population) in column named "pop".

gam.stat

A function operating on data in x to estimate GAM prevalence for older people. Fixed to probit_gam().

sam.stat

A function operating on data in x to estimate SAM prevalence for older people. Fixed to probit_sam().

params

Parameters (named columns in x) passed to the function specified in statistic; fixed to "MUAC" as indicator amenable to probit estimation.

outputColumns

Names of columns in output data frame.

replicates

Number of bootstrap replicate case and non-case.

Examples

test <- estimate_probit(x = indicators.ALL, w = testPSU, replicates = 3)

test