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ENH: Add clustered Standard Errors for system models. #373

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lrsppp opened this issue Nov 30, 2021 · 6 comments
Open

ENH: Add clustered Standard Errors for system models. #373

lrsppp opened this issue Nov 30, 2021 · 6 comments

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@lrsppp
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lrsppp commented Nov 30, 2021

Can you estimate clustered standard errors using linearmodels.system.model.IVSystemGMM?

@bashtage
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@lrsppp
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lrsppp commented Nov 30, 2021

Thank you for your quick answer. Unfortunately, it seems not to work with IVSystemGMM:

system_gmm = IVSystemGMM.from_formula(equations, data, weight_type="unadjusted")
system_gmm.fit(cov_type = 'clustered')

It throws a key error: KeyError: 'clustered'.
See example: https://bashtage.github.io/linearmodels/system/examples/three-stage-ls.html#System-GMM-Estimation

@bashtage
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Oh, sorry.

@bashtage bashtage reopened this Nov 30, 2021
@bashtage
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I just saw the IV and didn't pay attention to the System.

@bashtage
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The covariance estimators are listed here: https://bashtage.github.io/linearmodels/system/mathematical-formula.html#covariance-estimation

No clustered.

@bashtage bashtage changed the title Clustered Standard Errors in linearmodels.system.model.IVSystemGMM ENH: Add clustered Standard Errors for system models. Nov 30, 2021
@lrsppp
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lrsppp commented Nov 30, 2021

Ah, okay. Was hoping for a work around or something! Thank you!

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