def agg_probs(*probs):
    """
    Aggregate probabilities withe the usual formula 1 - (1 - P1) ... (1 - Pn)
    """
    acc = 1. - probs[0]
    for prob in probs[1:]:
        acc *= 1. - prob
    return 1. - acc