Step-by-step explanation:
If Calvin starts with $1,000 per week or more, he will gain $52,000 per year or more, because:
52*$1000 = 52,000
Then, we need to standardize 52,000 with the mean and standard deviation of both agencies.
To standardize 52,000 we can use the following equation:
![\text{ z value =}\frac{52,000-mean}{\text{standard deviation}}](https://img.qammunity.org/2023/formulas/mathematics/college/sf7a4nq8eh51khzwazlq4k2cnvundbajvx.png)
So, the z value for the first agency is:
![\text{ z-value=}(52,000-47,000)/(1,500)=3.33](https://img.qammunity.org/2023/formulas/mathematics/college/ke9x7etqze3yyml05rv122g6mh0cmggelo.png)
For the second agency:
![\text{ z-value=}(52,000-47,000)/(4,000)=1.25](https://img.qammunity.org/2023/formulas/mathematics/college/5vi9qn2rfpdcu6bs9c0tq3916hf6ln71a1.png)
It is more probable to have a salary that is near to the mean, and the z-value gives us how far is the 52,000 from the mean.
Since the second agency has a smaller z-value, it is more likely to start with an offer of $1000 in the second agency.
Answer: The second agency