def process_choice_data(dict_, data):
    """This functions processes the inputs for the
    decision equation"""
    indicator = dict_['ESTIMATION']['indicator']
    D = data[indicator].values
    Z = data[dict_['CHOICE']['order']]
    return indicator, D, Z
