Problems and Solutions in Mathematical Finance: Stochastic Calculus, Volume I

1. 12. Chi-Square Distribution. Show that if then .

   Let , , , be a sequence of independent and identically distributed random variables each following a standard normal distribution. Using mathematical induction show that

   

   where has a probability density function

   

   such that

   

   Finally, show that and ...