Pulling Variable Names Out of Model Object

[jordan....@gmail.com]

Hello,

I would like to make a dataframe out of the model_summary() results.  When I try to pull everything out of the results table, I can get to all of it pretty easily except the variable names.  

How can I pull the variable names out of the model_summary() results in order to match the correct metrics (params, bse, tstat, etc)?

[josef...@gmail.com]

If you want just the params_table, then you can access the individual pieces  which should already have the correct indices as pandas Series.

The conf_int is a 2 columns DataFrame, IIRC

results.params, results.bse, results.tvalues, results.pvalues, results.conf_int()

This will be numbers, while `summary` table is already formatted as strings.

There should (?) be access of the params_table as DataFrame, but I don't remember where.

Josef

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[josef...@gmail.com]

On Tue, Nov 2, 2021 at 11:03 AM <josef...@gmail.com> wrote:

If you want just the params_table, then you can access the individual pieces  which should already have the correct indices as pandas Series.

The conf_int is a 2 columns DataFrame, IIRC

results.params, results.bse, results.tvalues, results.pvalues, results.conf_int()

This will be numbers, while `summary` table is already formatted as strings.

There should (?) be access of the params_table as DataFrame, but I don't remember where.

The parameter names itself even if not using pandas are in `results.model.exog_names`

[Jordan Howell]

Perfect!  Thank you. 

Jordan

On Nov 2, 2021, at 11:05 AM, josef...@gmail.com wrote:



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