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Co-authored-by: jose-donato <zmcdonato@gmail.com>
Co-authored-by: jose-donato <43375532+jose-donato@users.noreply.github.com>
Co-authored-by: andrewkenreich <andrew.kenreich@gmail.com>
2023-10-30 21:01:29 +00:00

1.5 KiB
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title, description, keywords
title description keywords
fe This page presents the fe function of the OpenBB Econometrics Module, explaining its parameters and their functionality. Here, users can find about entity effects, time effects, and regressors.
OpenBB Econometrics
fe function
entity effects
time effects
regressors
Fixed Effects
PanelOLS model
regression model

import HeadTitle from '@site/src/components/General/HeadTitle.tsx';

When effects are correlated with the regressors the RE and BE estimators are not consistent.

Source Code: [link]

openbb.econometrics.fe(Y: pd.DataFrame, X: pd.DataFrame, entity_effects: bool = False, time_effects: bool = False)

Parameters

Name Type Description Default Optional
regression_variables list The regressions variables entered where the first variable is
the dependent variable.
None True
data dict A dictionary containing the datasets. None True
entity_effects bool Whether to include entity effects False True
time_effects bool Whether to include time effects False True

Returns

Type Description
Tuple[DataFrame, Any, List[Any], Any] The dataset used,
Dependent variable,
Independent variable,
PanelOLS model with Fixed Effects