n this section we consider estimation of parameters of normal distribution in
Bayesian setup. In section
Basic idea of Bayesian
) we introduce the notion of conjugate distribution. We see that
gamma distribution is conjugate to normal distribution. This observation is
important when seeking justification for the "variance-gamma" techniques for
valuation of derivatives.