diff --git a/ogbra/calibrate.py b/ogbra/calibrate.py
index 8e697a3..bdf6cf4 100644
--- a/ogbra/calibrate.py
+++ b/ogbra/calibrate.py
@@ -90,6 +90,7 @@ def __init__(
                 country_id=UN_COUNTRY_CODE,
                 initial_data_year=p.start_year - 1,
                 final_data_year=p.start_year + 1,
+                income_percentiles=p.lambdas.flatten(),
                 GraphDiag=False,
                 download_path=demographic_data_path,
             )
@@ -104,6 +105,7 @@ def __init__(
                 country_id=UN_COUNTRY_CODE,
                 initial_data_year=p.start_year - 1,
                 final_data_year=p.start_year + 1,
+                income_percentiles=p.lambdas.flatten(),
                 GraphDiag=False,
             )
 
diff --git a/ogbra/income.py b/ogbra/income.py
index 9568e83..11ba854 100644
--- a/ogbra/income.py
+++ b/ogbra/income.py
@@ -119,8 +119,7 @@ def f(
         e_new
         / (
             e_new
-            * usa_params.omega_SS.reshape(usa_params.S, 1)
-            * usa_params.lambdas.reshape(1, usa_params.J)
+            * usa_params.omega_SS
         ).sum()
     )
     # Now interpolate for the cases where S and/or J not the same in the
@@ -183,7 +182,7 @@ def f(
         )
         emat_new_scaled = (
             emat_new
-            / (emat_new * age_wgts.reshape(S, 1) * lambdas.reshape(1, J)).sum()
+            / (emat_new * age_wgts).sum()
         )
 
         if plot:
diff --git a/ogbra/ogbra_default_parameters.json b/ogbra/ogbra_default_parameters.json
index e2d472f..d0f598e 100644
--- a/ogbra/ogbra_default_parameters.json
+++ b/ogbra/ogbra_default_parameters.json
@@ -4818,98975 +4818,868255 @@
     "initial_guess_factor_SS": 139355.154,
     "omega": [
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 }
\ No newline at end of file