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10.02 Distribution of sample proportions

Worksheet
Population and sample proportion
1

From a sample of 400 young workers in Seattle, 37 had amber eyes. What is the sample proportion of amber eyes for young workers in Seattle?

2

A manufacturer of cement trucks checked some of the cement trucks being distributed for faults. On one day, 75 cement trucks were checked and 16 of these were found to have some kind of fault. What was the sample proportion for faulty cement trucks?

3

At an electronics store, cameras are sold at prices ranging from \$150 to \$630. On a particular day, there are 106 cameras on sale and 25 of these cost less than \$260. If Irene came into the store and selected a camera at random, estimate the probability that camera would cost less than \$260.

4

A survey of 115 randomly selected people in Redcliffe found that 6 of them were aged over 55. A second survey of 2183 randomly selected people in Redcliffe found that 475 of them were aged over 55.

a

What is the sample proportion of people in Redcliffe over the age of 55 for the first survey?

b

What is the sample proportion of people in Redcliffe over the age of 55 for the second survey?

c

Which sample proportion is likely to be the better estimate of the population proportion? Explain your answer.

5

Phinosis Pty. Ltd. monitors the population of chameleons in the local area twice every month. Last year, a number of the chameleons were tagged with brown tags.

a

The first survey in March involves 551 chameleons and 110 of these have brown tags. In this survey, what is the sample proportion of chameleons with brown tags?

b

The second survey in March involves 203 chameleons and 15 of these have brown tags. In this survey, what is the sample proportion of chameleons with brown tags?

c

Assume that there is no change in the population of chameleons between the two surveys. Which sample proportion is likely to be the better estimate of the population proportion? Explain your answer.

6

A population is sampled several times to investigate the proportion that purchase a new pot plant each year. Each sample is equal in size and the values of the sample proportions are recorded in the given graph:

a

How many samples were taken?

b

Hence, estimate the population proportion of customers who purchased a new pot plant, correct to three decimal places.

7

Several samples of a population are surveyed. Each sample is equal in size and the values of the sample proportions are recorded in the following graph:

a

How many samples were taken?

b

Hence, estimate the population proportion, correct to three decimal places.

8

A census for a particular country showed that 94\% of people used public transport at some point during a regular week. At about the same time as the census, a sample of 2420 people in a region of the country showed that 1001 of those people used public transport at some point during a regular week.

a

Determine p, the population proportion of the residents who use public transport at least once a week.

b

Determine \hat{p}, the sample proportion of the residents who use public transport at least once a week. Round your answer to two decimal places.

c

Comparing the population and sample proportions, state whether the sample exhibits bias and is indicative of the larger population.

9

A census for a particular country showed that 28\% of people used public transport at some point during a regular week. At about the same time as the census, a sample of 5500 people in a region of the country showed that 1573 of those people used public transport at some point during a regular week.

a

Determine p, the population proportion of the residents who use public transport at least once a week.

b

Determine \hat{p}, the sample proportion of the residents who use public transport at least once a week. Round your answer to two decimal places.

c

Comparing the population and sample proportions, state whether the sample exhibits bias and is indicative of the larger population.

10

The spinner below was spun 160 times and the number 2 was spun 56 times:

a

Determine p, the population proportion of landing on 2.

b

Determine \hat{p}, the sample proportion of landing on 2. Round your answer to two decimal places.

c

What could be done to to increase the accuracy of the estimated population proportion?

Distribution of sample proportions
11

A dog has three puppies. Let M represent the number of male puppies in this litter.

a

If a dog has 3 puppies, then the number of male puppies, M, can be 0, 1, 2 or 3. Determine the values of the proportions, \hat{P} of male puppies in the litter associated with each outcome of M:

i

M = 0

ii

M = 1

iii

M = 2

iv

M = 3

b

Complete the probability distribution table for M and \hat{P}:

m0123
P\left(M=m\right)\dfrac{1}{8}
\hat{p}0\dfrac{1}{3}\dfrac{2}{3}1
P(\hat{P}=\hat{p})\dfrac{3}{8}
c

Find P\left(\hat{P} \gt \dfrac{1}{2}\right).

12

Three marbles are randomly drawn from a bag containing five black and six grey marbles. Let X be the number of black marbles drawn, with replacement.

a

What is p, the proportion of black marbles in the bag?

b

If 3 marbles are drawn, with replacement, then the number of black marbles drawn, X, can be 0, 1, 2 or 3. Determine the values of the sample proportions, \hat{P}, of black marbles associated with each outcome of X:

i

X = 0

ii

X = 1

iii

X = 2

iv

X = 3

c

Complete the probability distribution table for X and \hat{P}, rounding each probability to four decimal places:

x0123
P\left(X=x\right)0.1623
\hat{p}0\dfrac{1}{3}\dfrac{2}{3}1
P\left(\hat{P}=\hat{p}\right)0.4057
d

Find P\left(\hat{P} \lt \dfrac{1}{2}\right), correct to four decimal places.

13

A company wants to know the likelihood of securing sales with potential clients. Historically, the company has 70 successful sales for every 100 potential clients contacted. Let X be the number of sales the company secures within the next 4 potential clients.

a

What is p, the proportion of successful sales?

b

If 4 potential clients are called, then the number of successful sales, X, can be 0, 1, 2, 3 or 4. Determine the values of the sample proportions, \hat{P} of successful sales associated with each outcome of X:

i

X = 0

ii

X = 1

iii

X = 2

iv

X = 3

v

X = 4

c

Complete the probability distribution table for X and \hat{P}, rounding each probability to four decimal places:

x01234
P\left(X=x\right)0.0081
\hat{p}00.250.50.751
P\left(\hat{P}=\hat{p}\right)0.0756
d

Find P\left(\hat{P} \gt 0.25\right) to four decimal places.

14

A pencil case contains 9 red pens and 7 black pens. 4 pens are drawn randomly from the pencil case, one at a time, each being replaced before the next one is drawn. Let W be the number of red pens drawn.

a

What is p, the proportion of red pens in the pencil case?

b

If 4 pens are drawn, then the number of red pens drawn, W, can be 0, 1, 2, 3 or 4. Determine the values of the sample proportions, \hat{P} of red pens, associated with each outcome of W:

i

W = 0

ii

W = 1

iii

W = 2

iv

W = 3

v

W = 4

c

Complete the probability distribution table for W and \hat{P}, rounding each probability to four decimal places:

w01234
P\left(W=w\right)0.0366
\hat{p}00.250.50.751
P\left(\hat{P}=\hat{p}\right)0.1884
d

Find P \left( \hat{P} < 0.5 \right), correct to four decimal places.

15

A pencil case contains 6 red pens and 5 black pens. 4 pens are drawn without replacement. Let X be the number of black pens.

a

What is p, the proportion of black pens in the pencil case?

b

Complete the probability distribution table for X and \hat{P}, rounding each probability to two decimal places:

x01234
P\left(X=x\right)0.05
\hat{p}
P\left(\hat{P}=\hat{p}\right)0.30
c

Find P \left( \hat{P} < \dfrac{1}{2} \right), correct to two decimal places.

16

In Queensland, it has been shown that 40\% of all voters are in favour of daylight saving. A sample of 5 voters are selected from Queensland at random.

a

Write down the possible values of the sample proportion, \hat{P}, of individuals that are in favour of daylight saving in the sample.

b

Construct a probability distribution table which summarises the sample proportion of individuals from Queensland who favoured daylight saving. Round the probabilities to four decimal places.

c

Find P\left(\hat{P} \lt \dfrac{3}{5}\right), correct to four decimal places.

17

In a primary school, it is known that 27\% of students have allergies and will always show serious allergic reactions during the start of Spring.

a

Four students enter the school on the first day of Spring. Write down the possible values of the sample proportion, \hat{P}, of students who have an allergic reaction.

b

Construct a probability distribution table which summarises the sample proportion of students who may have an allergic reaction. Round the probabilities correct to four decimal places.

c

Find P\left(\hat{P}\lt 0.6 \right), correct to four decimal places.

18

A Facebook advertising campaign gets an average of 200 likes per 1000 users who see the advertisement.

a

What is p, the proportion of users who like the advertisement?

b

If 5 people targeted by the campaign were selected and questioned, write down the possible values of the sample proportion, \hat{P}, of people who clicked β€œLike”.

c

Construct a probability distribution table which summarises the sample proportion of people who clicked β€œLike” in this sample.

d

Find P\left(\hat{P} \lt \dfrac{1}{2} \, \vert \, \hat{P} \geq 0 \right).

19

In the past, when a gym ran promotions offering a one month free membership, they found that 6 out of 10 sign-ups became full time members of the gym.

a

What is p, the proportion of individuals who became full time members after signing up for the promotion?

b

Five people who recently signed up for the promotion were sampled randomly at the gym. Write down the possible values of the sample proportion, \hat{P}, of people who will become full time members.

c

Construct a probability distribution table which summarises the sample proportion of people who will become full time members in the sample.

d

Find P\left(\hat{P} \lt \dfrac{1}{3} \vert \hat{P} \geq 0 \right).

20

The founders of a dating app claim that 38 out of 100 messages are replied to.

a

What is p, the proportion of messages that get replies? Write your answer in simplified fraction form.

b

Assuming that this proportion is true, if Edward sends 5 messages to different people, then write down the possible values of the sample proportion, \hat{P}, of people who reply.

c

Construct a probability distribution table which summarises the sample proportion of people who replied to Edward. Round the probabilities to four decimal places.

d

Find P\left(\hat{P} \gt \dfrac{3}{4} \vert \hat{P} \geq 0 \right), correct to four decimal places.

21

Two dice are rolled and the absolute value of the differences between the numbers appearing uppermost are recorded.

a

Complete the table below that represents the sample space:

123456
103
21
32
4
542
6
b

Let X be defined as the absolute value of the difference between the two dice. Construct the probability distribution for X.

c

What is the probability, p, that X \gt 3?

d

Two dice were rolled 3 times. Their absolute difference was recorded. Let Y be the number of times the absolute difference was greater than 3. Then Y can be 0, 1, 2 or 3.

Determine \hat{P}, the sample proportion of absolute differences greater than 3 associated with each of the following outcome of Y:

i

Y = 0

ii

Y = 1

iii

Y = 2

iv

Y = 3

e

Complete the probability distribution for Y and \hat{P} below, rounding each probability to four decimal places:

y0123
P\left(Y=y\right)0.0694
\hat{p}
P\left(\hat{P}=\hat{p}\right)0.0046
f

Find P\left(\hat{P} \lt 1\right), correct to four decimal places.

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Outcomes

4.5.2.1

understand the concept of the sample proportion 𝑝̂ as a random variable whose value varies between samples, and the formulas for the mean 𝑝 and standard deviation sqrt(𝑝(1βˆ’π‘)/𝑛) of the sample proportion 𝑝̂

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