diff --git a/README.md b/README.md
index 895bf51a1..2e0917dcb 100644
--- a/README.md
+++ b/README.md
@@ -3,7 +3,7 @@
 | | |
 | --- | --- |
 | Org | [![PSL cataloged](https://img.shields.io/badge/PSL-cataloged-a0a0a0.svg)](https://www.PSLmodels.org) [![OS License: CCO-1.0](https://img.shields.io/badge/OS%20License-CCO%201.0-yellow)](https://github.com/PSLmodels/OG-Core/blob/master/LICENSE) [![Jupyter Book Badge](https://jupyterbook.org/badge.svg)](https://pslmodels.github.io/OG-Core/) |
-| Package | [![Python 3.12](https://img.shields.io/badge/python-3.12-blue.svg)](https://www.python.org/downloads/release/python-3129/) [![Python 3.13](https://img.shields.io/badge/python-3.13-blue.svg)](https://www.python.org/downloads/release/python-3130/)  [![PyPI Latest Release](https://img.shields.io/pypi/v/ogcore.svg)](https://pypi.org/project/ogcore/) [![PyPI Downloads](https://img.shields.io/pypi/dm/ogcore.svg?label=PyPI%20downloads)](https://pypi.org/project/ogcore/) [![Code style: black](https://img.shields.io/badge/code%20style-black-000000.svg)](https://github.com/psf/black) |
+| Package | [![Python 3.12](https://img.shields.io/badge/python-3.12-blue.svg)](https://www.python.org/downloads/release/python-3129/) [![Python 3.13](https://img.shields.io/badge/python-3.13-blue.svg)](https://www.python.org/downloads/release/python-3137/)  [![PyPI Latest Release](https://img.shields.io/pypi/v/ogcore.svg)](https://pypi.org/project/ogcore/) [![PyPI Downloads](https://img.shields.io/pypi/dm/ogcore.svg?label=PyPI%20downloads)](https://pypi.org/project/ogcore/) [![Code style: black](https://img.shields.io/badge/code%20style-black-000000.svg)](https://github.com/psf/black) |
 | Testing | ![example event parameter](https://github.com/PSLmodels/OG-Core/actions/workflows/build_and_test.yml/badge.svg?branch=master) ![example event parameter](https://github.com/PSLmodels/OG-Core/actions/workflows/deploy_docs.yml/badge.svg?branch=master) ![example event parameter](https://github.com/PSLmodels/OG-Core/actions/workflows/check_black.yml/badge.svg?branch=master) [![Codecov](https://codecov.io/gh/PSLmodels/OG-Core/branch/master/graph/badge.svg)](https://codecov.io/gh/PSLmodels/OG-Core) |
 
 
diff --git a/docs/book/content/intro/intro.md b/docs/book/content/intro/intro.md
index fdd53063e..a6cbd4aba 100644
--- a/docs/book/content/intro/intro.md
+++ b/docs/book/content/intro/intro.md
@@ -4,7 +4,7 @@
 | | |
 | --- | --- |
 | Org | [![PSL cataloged](https://img.shields.io/badge/PSL-cataloged-a0a0a0.svg)](https://www.PSLmodels.org) [![OS License: CCO-1.0](https://img.shields.io/badge/OS%20License-CCO%201.0-yellow)](https://github.com/PSLmodels/OG-Core/blob/master/LICENSE) [![Jupyter Book Badge](https://jupyterbook.org/badge.svg)](https://pslmodels.github.io/OG-Core/) |
-| Package | [![Python 3.12](https://img.shields.io/badge/python-3.12-blue.svg)](https://www.python.org/downloads/release/python-3129/) [![Python 3.13](https://img.shields.io/badge/python-3.13-blue.svg)](https://www.python.org/downloads/release/python-3130/)  [![PyPI Latest Release](https://img.shields.io/pypi/v/ogcore.svg)](https://pypi.org/project/ogcore/) [![PyPI Downloads](https://img.shields.io/pypi/dm/ogcore.svg?label=PyPI%20downloads)](https://pypi.org/project/ogcore/) [![Code style: black](https://img.shields.io/badge/code%20style-black-000000.svg)](https://github.com/psf/black) |
+| Package | [![Python 3.12](https://img.shields.io/badge/python-3.12-blue.svg)](https://www.python.org/downloads/release/python-3129/) [![Python 3.13](https://img.shields.io/badge/python-3.13-blue.svg)](https://www.python.org/downloads/release/python-3137/)  [![PyPI Latest Release](https://img.shields.io/pypi/v/ogcore.svg)](https://pypi.org/project/ogcore/) [![PyPI Downloads](https://img.shields.io/pypi/dm/ogcore.svg?label=PyPI%20downloads)](https://pypi.org/project/ogcore/) [![Code style: black](https://img.shields.io/badge/code%20style-black-000000.svg)](https://github.com/psf/black) |
 | Testing | ![example event parameter](https://github.com/PSLmodels/OG-Core/actions/workflows/build_and_test.yml/badge.svg?branch=master) ![example event parameter](https://github.com/PSLmodels/OG-Core/actions/workflows/deploy_docs.yml/badge.svg?branch=master) ![example event parameter](https://github.com/PSLmodels/OG-Core/actions/workflows/check_black.yml/badge.svg?branch=master) [![Codecov](https://codecov.io/gh/PSLmodels/OG-Core/branch/master/graph/badge.svg)](https://codecov.io/gh/PSLmodels/OG-Core) |
 
 `OG-Core` is the core logic for a country-agnostic overlapping-generations (OG) model of an economy that allows for dynamic general equilibrium analysis of fiscal policy. The source code is openly available for download or collaboration at the GitHub repository [www.github.com/PSLmodels/OG-Core](https://github.com/PSLmodels/OG-Core), or you can click on the GitHub icon at the top right of this page.
diff --git a/docs/book/content/intro/parameters.md b/docs/book/content/intro/parameters.md
index a9b60ad1f..e0b3fb1b5 100644
--- a/docs/book/content/intro/parameters.md
+++ b/docs/book/content/intro/parameters.md
@@ -851,13 +851,6 @@ _Valid Range:_ min = 0.01 and max = 0.25
 _Out-of-Range Action:_ error
 
 
-####  `initial_guess_w_SS`
-_Description:_ Initial guess of w for the SS solution.
-_Value Type:_ float
-_Valid Range:_ min = 0.01 and max = 5.15
-_Out-of-Range Action:_ error
-
-
 ####  `initial_guess_TR_SS`
 _Description:_ Initial guess of TR for the SS solution.
 _Value Type:_ float
diff --git a/tests/test_SS.py b/tests/test_SS.py
index 9d40d9cc7..27c52a68a 100644
--- a/tests/test_SS.py
+++ b/tests/test_SS.py
@@ -1135,7 +1135,6 @@ def test_euler_equation_solver(input_tuple, ubi_j, p, expected):
     "initial_guess_TR_SS": 0.04,
     # "initial_guess_r_SS": 0.033092316727737416,
     # "initial_guess_TR_SS": 0.06323878350496814,
-    # "initial_guess_w_SS": 1.3320748594894016,
     "initial_guess_factor_SS": 111267.90426318572,
 }
 filename4 = "run_SS_baseline_small_open_use_zeta.pkl"