set.seed(123)
test_that("Local Moran statistics are stable", {
guerry_modeled <- guerry
guerry_lm <- lm(Crm_prs ~ Litercy, guerry_modeled)
guerry_modeled$predictions <- predict(guerry_lm, guerry_modeled)
weights <- ww_build_weights(guerry)
resid <- guerry_modeled$Crm_prs - guerry_modeled$predictions
expect_snapshot({
df_local_i <- ww_local_moran_i(guerry_modeled, Crm_prs, predictions)
df_local_i[1:3]
})
expect_snapshot({
df_local_i_p <- ww_local_moran_pvalue(guerry_modeled, Crm_prs, predictions)
df_local_i_p[1:3]
})
expect_snapshot(
(vec_local_i <- ww_local_moran_i_vec(guerry_modeled$Crm_prs, guerry_modeled$predictions, weights))
)
expect_snapshot(
(vec_local_i_p <- ww_local_moran_pvalue_vec(guerry_modeled$Crm_prs, guerry_modeled$predictions, weights))
)
expect_identical(
df_local_i$.estimate,
as.vector(vec_local_i)
)
expect_identical(
df_local_i_p$.estimate,
as.vector(vec_local_i_p)
)
#' @srrstats {G5.4} Testing against spdep
#' @srrstats {G5.5} Run with a consistent seed
set.seed(123)
spdep_output <- spdep::localmoran(resid, weights)
expect_identical(
vec_local_i,
as.vector(spdep_output[, 1])
)
expect_identical(
vec_local_i_p,
as.vector(spdep_output[, 5])
)
})
Add the following code to your website.
For more information on customizing the embed code, read Embedding Snippets.