In: Statistics and Probability
Choices for answers: ONLY ONE ANSWER IS CORRECT A) x P(x) P(x or fewer) P(x or greater) 4 0.1167984 0.9510727 0.1657257
B)
x P(x) P(x or fewer) P(x or greater) 4 0.0576782 0.9871216 0.0705566
C)
x P(x) P(x or fewer) P(x or greater) 4 0.0660603 0.9804186 0.0856417
D)
x P(x) P(x or fewer) P(x or greater) 4 0.028672 0.995328 0.033344
E)
x P(x) P(x or fewer) P(x or greater) 4 0.015778 0.9975177 0.0182602
F)
x P(x) P(x or fewer) P(x or greater) 4 0.0057244 0.9994855 0.0062389
PART2: Would five correct answers on the multiple choice test above be significantly high? ONLY ONE ANSWER IS CORRECT
A-No, because the probability is greater than 2.00.
B-No, because the z-score is less than 2.00.
C- No, because the probability is greater than 5%.
D- Yes, because the probability is less than 5%.
E-No, because the z-score is greater than 5%.
F- Yes, because the z-score is greater than 2.00.
G-Yes, because the z-score is greater than 5%.
H-Yes, because the z-score is less than 2.00.
I-Yes, because the probability is less than 2.00.
J-No, because the z-score is less than 5%.
K-No, because the z-score is greater than 2.00.
L-Yes, because the probability is greater than 2.00.
M- No, because the probability is less than 5%.
N-Yes, because the probability is greater than 5%.
O-Yes, because the z-score is less than 5%.
P- No, because the probability is less than 2.00.
n = 7 questions
p = probability of guessing correct answer = 1/8 = 0.125 (there are 8 choices out of which one is correct)
Part 1:
P(Exactly 4 correct answer to the questions) = P(X = 4)
P(At most 4) = P(X < = 4) = P(X = 0) + P(X = 1) + P(X = 2) + P(X = 3) + P(X = 4)
P(At least 4) = P(X > = 4) = P(X = 4) + P(X = 5) + P(X = 6) + P(X = 7)
In STATDISK, first select Analysis --------> Probability distributions then select --------> Binomial probabilities
One window will appear , in that plug number of trials as 7 and probability as 0.125 and then click on Evaluate button to get results.
The table with output gives x from 0 to 7 and their corresponding probabilities in the next column.
The probabilities using the STATDISK are,
X | P(X) |
0 | 0.392695904 |
1 | 0.392695904 |
2 | 0.168298244 |
3 | 0.040071011 |
4 | 0.00572443 |
5 | 0.000490665 |
6 | 0.000023365 |
7 | 0.000000476837 |
X = 4
P(X) = 0.0057244
P(X or fewer) = P(X = 0) + P(X = 1) + P(X = 2) + P(X = 3) + P(X = 4) = 0.39265904+0.392695904+0.168298244+0.040071011+0.00572443 = 0.9994855
P(X or greater) = P(X = 4) + P(X = 5) + P(X = 6) + P(X = 7) = 0.00572443+0.000490665+0.000023365+0.000000476837 = 0.0062389
Option F is correct.
Part 2:
P(5 correct answers on the multiple-choice) = P(X = 5) = 0.00049066
The probability is less than 5% that is 0.05, which is not significantly high.
Option M is correct.
M- No, because the probability is less than 5%.