In: Statistics and Probability
Last semester, the students in my Finite Math class had an average quiz score of 83 with a standard deviation of 2. Assume that the scores are approximated by a normal distribution. a) What percent of students scored higher than an 86 on the quiz? b) What percent of students scored less than a 79 on the quiz? c) What percent of students scored between a 79 and an 86? d) What happens when you try to find the percent of students that scored less than a 60?
Problem 3: You play a game where you spin a spinner with the numbers 1 through 10 on it in equal parts. It costs $7 to play. If you spin a two then you win $25. If you spin an odd number then you win $10. You decide to play the game once. What are your expected winings?
Last semester, the students in my Finite Math class had an average quiz score of 83 with a standard deviation of 2. Assume that the scores are approximated by a normal distribution. a) What percent of students scored higher than an 86 on the quiz? b) What percent of students scored less than a 79 on the quiz? c) What percent of students scored between a 79 and an 86? d) What happens when you try to find the percent of students that scored less than a 60?
It is given that
a) What percent of students scored higher than an 86 on the quiz? ie P(X>86)
We know that follows a standard normal distribution. When X=86,
b) What percent of students scored less than a 79 on the quiz? ie P(X<79)*100.
When X=79,
.
Therefore 2.28% percent of students scored less than a 79 on the quiz.
c) What percent of students scored between a 79 and an 86?
Since we calculated the probalities already we make use of Normal probbility
ie P(79<X<86)=1-P(X<79)-P(X>86)=1-0.0228-0.0668=1-0.0896=0.9104.
Therefore 91.04% of students sored between 79 and 86.
d) What happens when you try to find the percent of students that scored less than a 60?
P(X<60)
Here . This probability will almost be zero or negligible since we know that the probabilities are almost zero after 3 standard deviations.
Problem 3: You play a game where you spin a spinner with the numbers 1 through 10 on it in equal parts. It costs $7 to play. If you spin a two then you win $25. If you spin an odd number then you win $10. You decide to play the game once. What are your expected winings?
Here we are interested in only three outcomes ie spinning a two ,spinning an odd number and otherwise. It is given that the the outcomes are equal since it is divided in equal parts.
Therfore the probaility of getting a 2 ia 1/10, and getting an odd number is 5/10 and other numbers are 4/10.
The expected pay off distribution is therefore
Outcome | Payoff | probability | Exp |
2 | 25 | 0.1 | 2.5 |
Odd# | 10 | 0.5 | 5 |
Others | 0 | 0.4 | 0 |
Total | 7.5 |
The expected gain is $7.5. Since it costed $7, the expected winnings=$7.5-$7.0=$0.5