Answer:
The events are not independent
![P(S) = 0.8](https://img.qammunity.org/2021/formulas/mathematics/high-school/trhysgeuedor95dqk5nspzxv4235oj09x2.png)
![P(Logo\ A) = 0.62](https://img.qammunity.org/2021/formulas/mathematics/high-school/2j9u2u6wiobdbsxremc2lslq8uon5xq888.png)
Explanation:
Given
--------------Logo A --- Logo B ---Total
Students ----- 67----------33--------100
Teachers ----- 11 ----- ----- 14 ----- 25
Total ----- ------78-----------47--------125
Required
Determine if being a student and preferring logo A are independent events
Let P(S) represent probability of being a student
Let P(Logo A) represent probability of preferring logo A
Let P(S n Logo A) represent probability of being a student and preferring logo A
To determine if they are independent, we have to calculate
P(S), P(Logo A) and P(S n Logo A)
P(S) = Total Students / Total Population
![P(S) = 100/125 = 0.8](https://img.qammunity.org/2021/formulas/mathematics/high-school/chyqds5lqgdj6dlqd94apru6m3rgw0crsl.png)
P(Logo A) = Total that prefers Logo A / Total Population
![P(Logo\ A) = 78/125 =0.624](https://img.qammunity.org/2021/formulas/mathematics/high-school/egi2jju6w0a9rlpcoczzxgxy0xg6nwc13n.png)
P(S n Logo A) = Number of students that prefer logo A / Total Population
![P(S\ n\ Logo\ A) = 67/125 = 0.536](https://img.qammunity.org/2021/formulas/mathematics/high-school/tz4tpg7fvi8khv3lxrmjrnokrr17xb0gkh.png)
If the events are independent, then the following condition must be satisfied
![P(S\ n\ Logo\ A) = P(S) * P(Logo\ A)](https://img.qammunity.org/2021/formulas/mathematics/high-school/b5ykiiodyuyyjayycgso3mo16wotrmrt1f.png)
Substitute the values of P(S), P(Logo A) and P(S n Logo A)
![0.536 = 0.8 * 0.536](https://img.qammunity.org/2021/formulas/mathematics/high-school/vva3zvwfkiv7crtleskiboj8shsgepa1hx.png)
![0.536 \\eq 0.4288](https://img.qammunity.org/2021/formulas/mathematics/high-school/tse3k7t5dl0y1pmxanbkd7mz9vdeijalid.png)
Since they are not equal, then the events are not independent
![P(S) = 0.8](https://img.qammunity.org/2021/formulas/mathematics/high-school/trhysgeuedor95dqk5nspzxv4235oj09x2.png)
![P(Logo\ A) = 0.62](https://img.qammunity.org/2021/formulas/mathematics/high-school/2j9u2u6wiobdbsxremc2lslq8uon5xq888.png)