Consider this. I have a box with different coloured balls in it. There are 5 red balls, and 7 blue balls in my box. You reach into the box and take out a ball at random, and put it in your pocket without looking at it. What is the probability the ball in your pocket is red?
Without putting the first ball back, I take another ball out of my box at random and show it to you. It is red. What is the probability the ball in your pocket is red?
Another scenario. A boy comes home to his girlfriend, and she tells him that she took a routine pregnancy test when she was at the doctor, and it came up positive. The boy can't believe it, because both of them use contraceptives; he uses condoms, and she is on the pill. He immediately goes to find the boxes of each contraceptive, and finds that they both have a success rate of 99%. How unlucky they must have been! The girl looks at the print on the back of the pregnancy test pamphlet and finds that the specified false positive rate (i.e., the chance that you get a positive result if you are not pregnant) is 5%, and the false negative rate (the chance you get a negative result if you are pregnant) is 2%. The girl has not been sleeping with anyone else. What is the probability the girl is pregnant?
Without putting the first ball back, I take another ball out of my box at random and show it to you. It is red. What is the probability the ball in your pocket is red?
Another scenario. A boy comes home to his girlfriend, and she tells him that she took a routine pregnancy test when she was at the doctor, and it came up positive. The boy can't believe it, because both of them use contraceptives; he uses condoms, and she is on the pill. He immediately goes to find the boxes of each contraceptive, and finds that they both have a success rate of 99%. How unlucky they must have been! The girl looks at the print on the back of the pregnancy test pamphlet and finds that the specified false positive rate (i.e., the chance that you get a positive result if you are not pregnant) is 5%, and the false negative rate (the chance you get a negative result if you are pregnant) is 2%. The girl has not been sleeping with anyone else. What is the probability the girl is pregnant?