arch.univariate.distribution.Distribution.starting_values

abstract Distribution.starting_values(std_resid)[source]

Construct starting values for use in optimization.

Parameters

std_resid (ndarray) – Estimated standardized residuals to use in computing starting values for the shape parameter

Returns

sv – The estimated shape parameters for the distribution

Return type

ndarray

Notes

Size of sv depends on the distribution