diff --git a/docs/src/tutorials/uciwweihr_model_repeated_forecasts.md b/docs/src/tutorials/uciwweihr_model_repeated_forecasts.md
index b1e557b..5c1b51a 100644
--- a/docs/src/tutorials/uciwweihr_model_repeated_forecasts.md
+++ b/docs/src/tutorials/uciwweihr_model_repeated_forecasts.md
@@ -65,7 +65,6 @@ forecast_points = [
 model_params = create_uciwweihr_model_params()
 
 rep_results = repeated_forecast(
-    samples,
     data_hosp,
     data_wastewater,
     obstimes_hosp,
diff --git a/src/repeated_forecast.jl b/src/repeated_forecast.jl
index 6c4115f..3c3ab70 100644
--- a/src/repeated_forecast.jl
+++ b/src/repeated_forecast.jl
@@ -4,7 +4,6 @@ This is the function to make repreated forecast for a given forecast time span,
 Plots can be made for these forecasts.  The output is an array of `uciwweihr_gq_pp` results for each `forecast_points`.
 
 # Arguments
-- `samples`: The MCMC samples from the model fit.
 - `data_hosp`: The hospitalization data.
 - `data_wastewater`: The wastewater data.
 - `obstimes_hosp`: The time points for the hospitalization data.
@@ -19,7 +18,6 @@ Plots can be made for these forecasts.  The output is an array of `uciwweihr_gq_
 - An array of `uciwweihr_gq_pp` resuts and timeseries used for building for each `forecast_points`.
 """
 function repeated_forecast(
-    samples,
     data_hosp,
     data_wastewater,
     obstimes_hosp,