def agg_probs(*probs):
    """
    Aggregate probabilities withe the usual formula 1 - (1 - P1) ... (1 - Pn)
    """
    acc = 1.0 - probs[0]
    for prob in probs[1:]:
        acc *= 1.0 - prob
    return 1.0 - acc
