diff --git a/test/mcmc/Inference.jl b/test/mcmc/Inference.jl
index 1f5a14869..83e7a73d8 100644
--- a/test/mcmc/Inference.jl
+++ b/test/mcmc/Inference.jl
@@ -74,16 +74,16 @@
         chn1_contd = sample(gdemo_default, alg1, 5000; resume_from=chn1)
         check_gdemo(chn1_contd)
 
-        chn1_contd2 = sample(gdemo_default, alg1, 5000; resume_from=chn1, reuse_spl_n=1000)
+        chn1_contd2 = sample(gdemo_default, alg1, 5000; resume_from=chn1)
         check_gdemo(chn1_contd2)
 
-        chn2 = sample(gdemo_default, alg2, 2000; save_state=true)
+        chn2 = sample(gdemo_default, alg2, 5000; discard_initial=2000, save_state=true)
         check_gdemo(chn2)
 
         chn2_contd = sample(gdemo_default, alg2, 2000; resume_from=chn2)
         check_gdemo(chn2_contd)
 
-        chn3 = sample(gdemo_default, alg3, 5_000; save_state=true)
+        chn3 = sample(gdemo_default, alg3, 5_000; discard_initial=2000, save_state=true)
         check_gdemo(chn3)
 
         chn3_contd = sample(gdemo_default, alg3, 5_000; resume_from=chn3)