509def probabilistic_adjusted_sortino_ratio(
 510    series, rf=0.0, periods=252, annualize=False, smart=False
 511):
 512    """Calculates the probabilistic adjusted sortino ratio 513    
 514    Args:
 515        * series (Series, DataFrame): Input return series

 494def probabilistic_sortino_ratio(
 495    series, rf=0.0, periods=252, annualize=False, smart=False
 496):
 497    """Calculates the probabilistic sortino ratio 498    Args:
 499        * series (Series, DataFrame): Input return series
 500        * rf (float): Risk-free rate expressed as a yearly (annualized) return