keywords aggregation; several seasonality (daily, weekly, monthly and annual); complex annual calendar composition; weather variables; interactive effects; switching regimes; multiplicative; dynamic and non-linear structures; designing of exogenous variables; autometrics; macroeconomic leading indicators; jobless claims