diff --git a/inst/tinytest/test-pkg-ggeffects.R b/inst/tinytest/test-pkg-ggeffects.R
new file mode 100644
index 000000000..847a3a070
--- /dev/null
+++ b/inst/tinytest/test-pkg-ggeffects.R
@@ -0,0 +1,28 @@
+source("helpers.R")
+using("marginaleffects")
+
+# Issue #903
+set.seed(123)
+dat <- data.frame(
+  outcome = rbinom(n = 100, size = 1, prob = 0.35),
+  var_binom = as.factor(rbinom(n = 100, size = 1, prob = 0.2)),
+  var_cont = rnorm(n = 100, mean = 10, sd = 7),
+  groups = sample(letters[1:4], size = 100, replace = TRUE)
+)
+m <- glm(outcome ~ var_binom * var_cont + groups,
+  data = dat, family = binomial()
+)
+
+d <- structure(list(var_binom = structure(1:2, levels = c("0", "1"
+), class = "factor"), var_cont = c(9.24717241397544, 9.24717241397544
+), groups = structure(c(1L, 1L), levels = "b", class = "factor")), class = "data.frame", row.names = c(NA, 
+-2L))
+
+p <- predictions(
+  m, newdata = d, by = "var_binom", hypothesis = "pairwise", transform = "exp", type = "response"
+)
+expect_equal(p$estimate, 0.9867827, tolerance = 0.0001)
+p <- predictions(
+  m, newdata = d, by = "var_binom", hypothesis = "pairwise", transform = "exp"
+)
+expect_equal(p$estimate, 1.61968, tolerance = 0.0001)
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