a) The probability density function of the Gaussian distribution is given by p(x; H, 2) = (27) d/215/1/2 e 2 1 (x-H) TE-1(x-4) Explain what each symbol denotes and give its dimensionality. Sketch the probability density function in the 1-dimensional case and use it to support your explanations