Five males with a particular genetic disorder have one child each. The random variable x is the number of children among the five who inherit the genetic disorder. Determine whether the table describes a probability distribution. If it does, find the mean and standard deviation.
x |
0 |
1 |
2 |
3 |
4 |
5 |
|
P(x) |
0.00020.0002 |
0.00530.0053 |
0.04500.0450 |
0.19190.1919 |
0.40890.4089 |
0.34870.3487 |
Find the mean of the random variable x. Select the correct choice below and, if necessary, fill in the answer box to complete your choice.
A.
muμequals=nothing
(Round to one decimal place as needed.)
B.
The table is not a probability distribution.
Find the standard deviation of the random variable x. Select the correct choice below and, if necessary, fill in the answer box to complete your choice.
A.
sigmaσequals=nothing
(Round to one decimal place as needed.)
B.
The table is not a probability distribution.
Click to select and enter your answer(s).
To be a valid probability distribution, the sum of all probability must be equal to one.
Sum = 0.0002 + 0.0053 + 0.045 + 0.1919 + 0.4089 + 0.3487 = 1
µ = E(X) = 0 * 0.0002 + 1 * 0.0053 + 2 * 0.045 + 3 * 0.1919 + 4 * 0.4089 + 5 * 0.3487 = 4.0501 = 4.1 (ans)
Option-A) µ = 4.1
E(X2) = 02 * 0.0002 + 12 * 0.0053 + 22 * 0.045 + 32 * 0.1919 + 42 * 0.4089 + 52 * 0.3487 = 17.1723
Variance = E(X2) - (E(X))2 = 17.1723 - 4.12 = 0.3623
Standard deviation = sqrt(0.3623) = 0.6
Option-A) σ = 0.6
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