tests/testthat/test-without-spatial.R

In sdmTMB: Spatial and Spatiotemporal SPDE-Based GLMMs with 'TMB'

test_that("Fitting without a mesh works", {
  skip_on_cran()
  set.seed(1)
  y <- stats::rnorm(100, 1, 1)
  x <- stats::runif(100)
  d <- data.frame(x, y)
  m1 <- stats::glm(y ~ x, data = d)
  m2 <- sdmTMB(y ~ x, data = d, spatial = "off")
  b2 <- tidy(m2)
  expect_equal(stats::coef(m1)[[1]], b2$estimate[b2$term == "(Intercept)"], tolerance = 1e-5)
  expect_equal(stats::coef(m1)[[2]], b2$estimate[b2$term == "x"], tolerance = 1e-5)
  expect_error(m3 <- sdmTMB(y ~ x, data = d, spatial = "on"), regexp = "mesh")

  p <- predict(m2)
  p1 <- predict(m2, newdata = NULL)
  expect_identical(names(p), names(p1))
})