From 92e34ab89cabc04d854a0a582da58c87a8030b07 Mon Sep 17 00:00:00 2001
From: Felix Zinn <felix.zinn@rwth-aachen.de>
Date: Thu, 23 Jul 2026 12:51:57 +0200
Subject: [PATCH] fix: replace old evm.pdf.Poisson in documentation

---
 docs/binned_likelihood.md | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/docs/binned_likelihood.md b/docs/binned_likelihood.md
index b349117..5bc6465 100644
--- a/docs/binned_likelihood.md
+++ b/docs/binned_likelihood.md
@@ -57,7 +57,7 @@ def nll(dynamic_params, args):
     expectations = model(params, hists)
 
     # first product of Eq. 1 (Poisson term)
-    loss_val = evm.pdf.Poisson(lamb=evm.util.sum_over_leaves(expectations)).log_prob(
+    loss_val = evm.pdf.PoissonContinuous(lamb=evm.util.sum_over_leaves(expectations)).log_prob(
         observation
     ).sum()