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We have to describe how you would use a table of random digits to carry out this simulation.

In the question the TSA wants to check the security of the passengers by taking out the random sample. We need to describe how we would use a table of random digits to carry out this simulation. Thus, we have $76$passengers: $12$in first class and $64$in coach class. And $10$of the $76$passengers are chosen for screening. Then we assign a unique number from $1$to $12$to each passengers in first class and we assign a unique number from $13$to $76$to each passengers in the coach class.

Now, we choose a row from the random digits table. Then we select the first two-digit number. If the number is between $01$and $76$then select the corresponding passenger, else ignore the number and select the next two-digit number. We will repeat it until you have selected ten unique passengers.

$71487,09984,29077,14863,61683,47052,62224,51025$

$71$鈬� Select passenger$71$

$48$鈬� Select passenger $48$

$70$鈬� Select passenger$70$

$99$鈬� Ignore

$84$鈬� Ignore

$29$鈬� Select passenger $29$

$07$鈬� Select passenger$07$

$71$鈬� Ignore

$48$鈬� Ignore

$63$鈬� Select passenger $63$

$61$鈬� Select passenger$61$

$68$鈬� Select passenger $68$

$34$鈬� Select passenger$34$

$70$鈬� Ignore

$52$鈬� Select passenger$52$

We then note that the sample contains passengers $71,48,70,29,07,63,61,68,34,52$while only passenger $07$ is a first class passenger.

We have to explain if in $15$ of the$100$ trials of the simulation, none of the ten passengers chosen was seated in the first class does this result provide convincing evidence that the TSA officers did not carry out a truly random selection.

The TSA intends to assess the security of the passengers by taking a random sample in the query. Now, none of the ten passengers picked for the simulation were seated in first class in $15$of the$100$ trials. Because numerous trials resulted in no first-class passengers, it is likely that no first-class passengers will be selected, and thus there is no conclusive proof that the TSA officers did not select passengers at random.