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1. (a) State one disadvantage of using quota sampling compared with simple random sampling - Edexcel - A-Level Maths Statistics - Question 1 - 2021 - Paper 1

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1. (a) State one disadvantage of using quota sampling compared with simple random sampling. In a university 8% of students are members of the university dance club.... show full transcript

Worked Solution & Example Answer:1. (a) State one disadvantage of using quota sampling compared with simple random sampling - Edexcel - A-Level Maths Statistics - Question 1 - 2021 - Paper 1

Step 1

State one disadvantage of using quota sampling compared with simple random sampling.

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Answer

One disadvantage of using quota sampling compared with simple random sampling is that it is not random, meaning that the results may not be representative of the larger population. This can lead to biased results.

Step 2

Using a suitable model for X, find P(X = 4).

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Answer

We can model the number of dance club members in a sample of 36 students using a binomial distribution, where ( n = 36 ) and ( p = 0.08 ). Thus, we need to calculate:

P(X=4)=(364)(0.08)4(0.92)32P(X = 4) = \binom{36}{4} (0.08)^4 (0.92)^{32}

Calculating this gives approximately ( P(X = 4) \approx 0.167 ).

Step 3

Using a suitable model for X, find P(X > 7).

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Answer

To find this probability, we start with:

P(X>7)=1P(X7)P(X > 7) = 1 - P(X \leq 7)

We can calculate ( P(X \leq 7) ) using the binomial cumulative distribution function. After calculating, we find that:

P(X>7)0.0222P(X > 7) \approx 0.0222.

Step 4

Find the probability that a student is a member of the university dance club and can dance the tango.

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Answer

The probability that a student is a member of the university dance club and can dance the tango is the product of the individual probabilities. Given that 40% of dance club members can dance the tango:

P(dance club member and can dance tango)=P(dance club member)×P(can dance tango | dance club member)P(\text{dance club member and can dance tango}) = P(\text{dance club member}) \times P(\text{can dance tango | dance club member})

This gives:

0.08×0.40=0.032.0.08 \times 0.40 = 0.032.

Step 5

Find the probability that fewer than 3 of these students are members of the university dance club and can dance the tango.

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Answer

Using a binomial model with ( n = 50 ) and ( p = 0.032 ) for the number of students who are members of the dance club and can dance the tango:

P(X<3)=P(X=0)+P(X=1)+P(X=2)P(X < 3) = P(X = 0) + P(X = 1) + P(X = 2)

Calculating each of these probabilities yields:

P(X<3)0.08.P(X < 3) \approx 0.08.

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