panel_fixed
One- and two-way fixed effects estimator for panel data.
The Fixed Effects estimator to panel data is enabling a focused analysis on the unique characteristics of entities (such as individuals, companies, or countries) and/or time periods. By controlling for entity-specific and/or time-specific influences, this method isolates the effect of explanatory variables (x_columns) on the dependent variable (y_column), under the assumption that these entity or time effects capture unobserved heterogeneity.
Parameters
- standard
data: ForwardRef('Data') | ForwardRef('DataFrame') | ForwardRef('Series') | ForwardRef('ndarray') | dict | list
y_column: str
x_columns: list[str]
Returns
results: dict
Serializable results.
provider: str
Provider name.
warnings: Optional[list[Warning_]]
list of warnings.
chart: Optional[Chart]
Chart object.
extra: dict[str, Any]
Extra info.