diff --git a/.gitignore b/.gitignore
index a1a72da..03505ba 100644
--- a/.gitignore
+++ b/.gitignore
@@ -1,3 +1,5 @@
+output/
+
 *~
 # Project specific
 lrsystem_output/
diff --git a/pdm.lock b/pdm.lock
index fd04750..924281c 100644
--- a/pdm.lock
+++ b/pdm.lock
@@ -5,7 +5,7 @@
 groups = ["default", "dev"]
 strategy = ["inherit_metadata"]
 lock_version = "4.5.0"
-content_hash = "sha256:b37e1b0161b5ffe35c02d5f58b49d6c728a9cdf6cd670794b553f279e0c8a77e"
+content_hash = "sha256:d3c66b18110dbf634944d8965f9867a5418c14258fa7c4bd2a50d757c8232541"
 
 [[metadata.targets]]
 requires_python = ">=3.13,<3.14"
diff --git a/validation.yaml b/validation.yaml
index 4937a8b..48a07a2 100644
--- a/validation.yaml
+++ b/validation.yaml
@@ -82,7 +82,7 @@ firing_pin_impression_cmc_lrsystem: &firing_pin_impression_cmc_lrsystem
       select:
         method: lrmodule.helpers.select_marktype_cmc
       mcmc:
-        method: lrmodule.mcmc.McmcLLRModel
+        method: mcmc
         # parameters copied from MCMC test
         distribution_h1: betabinomial
         parameters_h1:
@@ -113,7 +113,7 @@ breech_face_impression_cmc_lrsystem: &breech_face_impression_cmc_lrsystem
       select:
         method: lrmodule.helpers.select_marktype_cmc
       mcmc:
-        method: lrmodule.mcmc.McmcLLRModel
+        method: mcmc
         # parameters copied from MCMC test
         distribution_h1: betabinomial
         parameters_h1: