arch.univariate.distribution.Distribution.starting_values

abstract Distribution.starting_values(std_resid)[source]

Construct starting values for use in optimization.

Parameters:
std_residndarray

Estimated standardized residuals to use in computing starting values for the shape parameter

Returns:
svndarray

The estimated shape parameters for the distribution

Notes

Size of sv depends on the distribution

Return type:

ndarray