Consider the family of pdfs indexed by the parameter , given by

where φ(x) and Φ(x) are respectively the pdf and cdf of a standard normal distribution.
(a) Clearly fo all x. Show that the pdf integrates to 1 over
.

Next sketch the region of integration and then combine the integrands and use the polar coordinate transformation we used after expression (3.4.1).