statsmodels.tsa.arima_process.lpol_fiar

statsmodels.tsa.arima_process.lpol_fiar(d, n=20)[source]

AR representation of fractional integration

\[(1-L)^{d} for |d|<0.5 or |d|<1 (?)\]
Parameters:
d : float

fractional power

n : int

number of terms to calculate, including lag zero

Returns:

  • ar (ndarray) – coefficients of lag polynomial

  • Notes

  • first coefficient is 1, negative signs except for first term,

  • ar(L)*x_t