Five males with an X-linked genetic disorder have one child each. The random variable x is the number of children among the five who inherit the X-linked genetic disorder. Determine whether a probability distribution is given. If a probability distribution is given, find its mean and standard deviation. If a probability distribution is not given, identify the requirements that are not satisfied. |
x |
P(x) |
|||
---|---|---|---|---|---|
0 |
0.035 |
||||
1 |
0.157 |
||||
2 |
0.308 |
||||
3 |
0.308 |
||||
4 |
0.157 |
||||
5 |
0.035 |
Does the table show a probability distribution? Select all that apply.
A.
Yes, the table shows a probability distribution.
B.
No, not every probability is between 0 and 1 inclusive.
C.
No, the random variable x's number values are not associated with probabilities.
D.
No, the sum of all the probabilities is not equal to 1.
E.
No, the random variable x is categorical instead of numerical.
Solution :
The sum of the probability is equal to 1 .
P(X) = 1
A.
Yes, the table shows a probability distribution.
x | P(x) | x * P(x) | x2 * P(x) |
0 | 0.035 | 0 | 0 |
1 | 0.157 | 0.157 | 0.157 |
2 | 0.308 | 0.616 | 1.232 |
3 | 0.308 | 0.924 | 2.772 |
4 | 0.157 | 0.628 | 2.512 |
5 | 0.035 | 0.175 | 0.875 |
Sum | 1 | 2.5 | 7.548 |
Mean = = X * P(X) = 2.5
Standard deviation =
=X 2 * P(X) - 2
= 7.548 - 2.52
= 1.1393
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