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6 changes: 3 additions & 3 deletions pymc_marketing/mmm/utility.py
Original file line number Diff line number Diff line change
Expand Up @@ -534,12 +534,12 @@ def diversification_ratio(
The Diversification Ratio is calculated as:

.. math::
DR = \frac{\\sum_{i=1}^{n} w_i \\cdot \\sigma_i}{\\sigma_p}
DR = \frac{\sum_{i=1}^{n} w_i \cdot \sigma_i}{\sigma_p} \
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@TeemuSailynoja TeemuSailynoja Aug 28, 2025

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According to the Sphinx documentation, the equation doesn't need a newline after the math call:

When the math is only one line of text, it can also be given as a directive argument:
.. math:: (a + b)^2 = a^2 + 2ab + b^2

Also, maybe the line should not terminate with \ which might be the cause of the rendering issue @williambdean is seeing..


where:
- :math:`w_i` is the weight of asset \\( i \\)
- :math:`\\sigma_i` is the volatility (standard deviation) of asset \\( i \\)
- :math:`\\sigma_p` is the volatility of the portfolio
- :math:`\sigma_i` is the volatility (standard deviation) of asset \\( i \\)
- :math:`\sigma_p` is the volatility of the portfolio

Parameters
----------
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