Mathematical Modeling in Finance with Stochastic Processes

(Ben Green) #1

Chapter 3


First Step Analysis for


Stochastic Processes


3.1 A Coin Tossing Experiment


Rating


Everyone: contains no mathematics.


Section Starter Question


Suppose you start with a fortune of $10, and you want to gamble to have
$20 before you go broke. You flip a fair coin successively, and gain $1 if the
coin comes up “Heads” and loses $1 if the coin comes up “Tails”. What do
you estimate is the probability of getting to $20 before going broke? How
long do you estimate it take before one of the two outcomes occurs? How do
estimate each?


Key Concepts



  1. Performing an experiment to gain intuition and experience with coin-
    tossing games.


Vocabulary



  1. We callvictorythe state of reaching a fortune goal, before going broke.


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