'Transforms params to induce stationarity/invertability.
Reference
Jones(1980)'

def _transparams(self, params):

    p = self.k_ar
    k = self.k_trend
    newparams = params.copy()
    newparams[k:(k + p)] = _ar_transparams(params[k:(k + p)].copy())
    return newparams
