Answer:
The probability of observing a sample mean of x = 52 or greater from a sample size of 25 is 0.0000026
Explanation:
Mean =
![\mu = 45](https://img.qammunity.org/2021/formulas/mathematics/high-school/1t8m2zlm4r5xhmjk6b9gxrfjj86ntw2pki.png)
Population standard deviation =
![\sigma = 6](https://img.qammunity.org/2021/formulas/mathematics/college/3mtc9bpkrpbvinsu8o3zs0ubpbcb7h7akc.png)
Sample size = n =25
Sample mean =
![\bar{x} = 52](https://img.qammunity.org/2021/formulas/mathematics/high-school/34yvipyg38jwnruu7taroplz2yysi2oxyt.png)
We are supposed to find the probability of observing a sample mean of x = 52 or greater from a sample size of 25 i.e.
![P(x\geq 52)](https://img.qammunity.org/2021/formulas/mathematics/high-school/6l53zwl4a8v2x59k3gyy546k60cv7lgpa6.png)
![Z=(x-\mu)/((\sigma)/(√(n)))\\Z=(52-45)/((6)/(√(25)))](https://img.qammunity.org/2021/formulas/mathematics/high-school/xuz25ahp2a2meez683krjesya3agsygjy0.png)
Z=5.83
P(Z<52)=0.9999974
![P(Z\geq 52)=1-P(z<52)=1-0.9999974=0.0000026](https://img.qammunity.org/2021/formulas/mathematics/high-school/8qst91ai5a51cz3psvcnwevr0799rkxtqe.png)
Hence the probability of observing a sample mean of x = 52 or greater from a sample size of 25 is 0.0000026