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I have a Pandas dataframe with columns like
Order Balance Profit cum (%)
I'm doing a linear regression
model_profit_tr = pd.ols(y=df_closed['Profit cum (%)'], x=df_closed['Order'])
The problem with this is that standard model is like (equation of a line that does not pass through the origin)
y = a * x + b
There is 2 degrees of freedom (a and b)
slope (a):
a=model_profit_tr.beta['x']
and intercept (b):
b=model_profit_tr.beta['intercept']
I'd like to reduce degree of freedom for my model (from 2 to 1) and I 'd like to have a model like
y = a * x