@Judyhop,
Here's a good explanation with an example that you can modify:
http colon slash slash betterexplained dot com slash articles slash an-intuitive-and-short-explanation-of-bayes-theorem slash
Change "cancer" to "economy outperforms."
Change "no cancer" to "economy underperforms."
Change "test positive" to "stock goes up."
Change "test negative" to "stock goes down."