arch.bootstrap.StationaryBootstrap.clone¶

StationaryBootstrap.clone(*args: ndarray | DataFrame | Series, seed: int | Generator | RandomState | None = None, **kwargs: ndarray | DataFrame | Series) → CircularBlockBootstrap¶

Clones the bootstrap using different data with a fresh prng.

Parameters:¶

*args: ndarray | DataFrame | Series¶

Positional arguments to bootstrap

seed: int | Generator | RandomState | None = None¶

The seed value to pass to the closed generator

**kwargs: ndarray | DataFrame | Series¶

Keyword arguments to bootstrap

Returns:¶

Bootstrap instance

Return type:¶

bs