tests/testthat/test-bootstrap.R

In saeRobust: Robust Small Area Estimation

context("bootstrap")
test_that("bootsrtap backbone", {
  expectIs <- function(x, a) {
    testthat::expect_is(x, a)
  }

  expectEqual <- function(x, y) {
    testthat::expect_equal(x, y)
  }

  library("saeSim")
  set.seed(2)
  suppressWarnings({
    dat <- base_id(10, 1) %>%
      sim_gen_e(sd = 1) %>%
      sim_gen_x() %>%
      sim_gen_v(sd = 1) %>%
      sim_resp_eq(y = 100 + 2 * x + v + e) %>%
      as.data.frame()
  })
  dat$samplingVar <- 1

  modelFit <- rfh(y ~ x, dat, "samplingVar")

  expectIs(bootstrap(modelFit), "fitrfh")
  expectIs(bootstrap(modelFit, B = 2, filter = "variance"), "list")

  library("saeSim")
  set.seed(2)
  suppressWarnings({
    dat <- base_id_temporal(10, 1, 10) %>%
      sim_gen_e(sd = 4) %>%
      sim_gen_x() %>%
      sim_gen_v(sd = 4) %>%
      sim_resp_eq(y = 100 + 2 * x + v + e) %>%
      as.data.frame()
  })
  dat$samplingVar <- 16

  modelFit <- rfh(y ~ x, dat, "samplingVar", maxIterParam = 100, correlation = corAR1(10))

  expectIs(bootstrap(modelFit), "fitrfh")
  expectIs(bootstrap(modelFit, B = 2, filter = "variance"), "list")
})