arch.bootstrap.IIDBootstrap.clone¶

IIDBootstrap.clone(*args: ndarray | DataFrame | Series, seed: None | int | RandomState | Generator = None, **kwargs: ndarray | DataFrame | Series) → IIDBootstrap[source]¶

Clones the bootstrap using different data with a fresh prng.

Parameters:¶

*args: ndarray | DataFrame | Series¶

Positional arguments to bootstrap

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

The seed value to pass to the closed generator

**kwargs: ndarray | DataFrame | Series¶

Keyword arguments to bootstrap

Returns:¶

Bootstrap instance

Return type:¶

type[self]