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Solve the following problem using Python, implementing the functions described below, one line at a time
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Description:
 def markov_blanket(y, mean, scale, shape, skewness):
 """ Markov blanket for each likelihood term - used for state space models Parameters y : np.ndarray univariate time series mean : np.ndarray array of location parameters for the Cauchy distribution scale : float scale parameter for the Cauchy distribution shape : float tail thickness parameter for the Cauchy distribution skewness : float skewness parameter for the Cauchy distribution Returns - Markov blanket of the Cauchy family """

        return ss.cauchy.logpdf(y, loc=mean, scale=scale)