Answer: d. −1.728
Explanation:
As per given , we have
Null hypothesis :
![H_0: \mu\geq40](https://img.qammunity.org/2020/formulas/mathematics/college/qru66xym9f7vzmhkwcqfrkn5ojpprpuobt.png)
Alternative hypothesis :
(against Null hypothesis )
Alternative hypothesis is one-tailed , then the test is one-tailed test.
Sample size : n= 18
Sample mean :
![\overline{x}=37.8](https://img.qammunity.org/2020/formulas/mathematics/college/gcfb5adt17o2rsbo9rww4n951l3unp7q0x.png)
Sample standard deviation : s= 5.4
Population standard deviation is unknown , so we should perform t-test.
Test statistic :
![t=\frac{\overline{x}-\mu}{(s)/(√(n))}](https://img.qammunity.org/2020/formulas/mathematics/college/o5f7ndax49gc4ekj7zics8ekqlldo8c792.png)
Substitute the values, we get
![t=(37.8-40)/((5.4)/(√(18)))](https://img.qammunity.org/2020/formulas/mathematics/college/nsapuuavku0bqqvzs0gz9d8nvt2a3es2rx.png)
![t=(-2.2)/((5.4)/(4.24264068712))](https://img.qammunity.org/2020/formulas/mathematics/college/dfafc5z3b2w223vdlnz7tcfzmsqh341wqc.png)
![t=(-2.2)/(1.27279220614)](https://img.qammunity.org/2020/formulas/mathematics/college/gprfxihz86nxqegna51zf79ujrljhavkld.png)
![t=-1.72848324289\approx1.728](https://img.qammunity.org/2020/formulas/mathematics/college/shgzkmmgeiucik08dp8bc95l3hmupt65sa.png)
Hence, the test statistic is −1.728.