Solution:
The probability of an event is expressed as
![Pr(\text{event)}=\frac{\text{Number of desired outcome}}{Number\text{ of possible outcome}}](https://img.qammunity.org/2023/formulas/mathematics/college/z814b1m0nook9ceacjbs84ft7qr3o5m0i6.png)
Given the survey as shown below:
a) Probability that the chosen TV commercial will last 20 to 39 seconds.
Thus,
![\begin{gathered} Pr(20-39\text{ seconds)=}\frac{frequency\text{ of 20-30 seconds}}{total\text{ frequency}} \\ =(38)/(78) \\ =0.4871794872 \\ \therefore Pr(20-39\text{ seconds)}\approx0.487\text{ (3 decimal places)} \end{gathered}](https://img.qammunity.org/2023/formulas/mathematics/college/ykmxmvxwui7j88c0geuvcim4i0vs5g7way.png)
Hence, the probability that the chosen TV commercial will last 20 to 39 seconds is 0.487.
b) Probability that the chosen TV commercial will last more than a minute.
Thus,
![\begin{gathered} Pr(\text{more than a minute)=Pr(60+)=}(4)/(78) \\ =0.05128205128 \\ \Rightarrow Pr(\text{more than a minute)}\approx0.051\text{ (3 decimal places)} \end{gathered}](https://img.qammunity.org/2023/formulas/mathematics/college/ujei9blnx1gw0dd9xa96n2ax7xk2qn1rdo.png)
Hence, the probability that the chosen TV commercial will last more than a minute.is 0.051.
c) Probability that the chosen TV commercial will last between 20 and 59 seconds inclusive.
Thus,
![\begin{gathered} Pr(20\text{ and 59 seconds inclusive)=Pr(20-39) and Pr(40-59)} \\ \text{where} \\ \text{Pr(20-39)=}(38)/(78) \\ \text{Pr(40-59)=}(19)/(78) \\ \text{thus,} \\ Pr(20\text{ and 59 seconds inclusive)=}(38)/(78)*(19)/(78) \\ =\: 0.1186719264 \\ \Rightarrow Pr(20\text{ and 59 seconds inclusive)}\approx0.119\text{ (3 decimal places)} \end{gathered}](https://img.qammunity.org/2023/formulas/mathematics/college/6bamc0v2ds2w8a9woauucm09dkttuy15iq.png)
Hence, the probability that the chosen TV commercial will last between 20 and 59 seconds inclusive is 0.119.