Practice Paper 6 (Probability & Statistics 2) (CIE A Level Maths: Pure 1)

Practice Paper Questions

1a
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2 marks

The standard normal distribution is given by Z space tilde space N left parenthesis 0 comma 1 squared right parenthesis.

Given that P space left parenthesis negative a less than Z less than a right parenthesis equals 0.99,

(i)
Explain why P space left parenthesis Z less than a right parenthesis equals 0.995,
(ii)
Hence find the value of a.
1b
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1 mark

The probability of success in a trial is p. A random sample of 64 trials are carried out and there were 24 successes.

Calculate the proportion of the trials in the sample, p subscript s, that were successful.

1c
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2 marks

The formula for the end-points of the 99% confidence interval for the probability of success, p is given by:

p subscript s plus-or-minus z cross times square root of fraction numerator p subscript s left parenthesis 1 minus p subscript s right parenthesis over denominator n end fraction end root space space space space space space space w h e r e space P space left parenthesis negative z less than Z less than z right parenthesis equals 0.99

Calculate an approximate 99% confidence interval for the probability of success in a trial, p.

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2a
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3 marks

Remy has a biased coin with the probability of it landing on tails being 0.05.

Using a Poisson approximation, find the probability that the coin lands on tails more than 4 times when Remy flips it 60 times.

2b
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5 marks

Remy flips the coin 2000 times.

Using a normal approximation, find the probability that the coin lands on tails fewer than 120 times when Remy flips it 2000 times.

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3a
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6 marks

Roger has a keen fascination with rabbits that live on Easter Island, in particular the lengths of their ears. The mean length of a rabbit’s ear on Easter Island is mu cm. He takes a random sample of 40 rabbits and finds that a 90% confidence interval for mu is 8.3 to 9.9 cm.

Using the same sample, find a 99% confidence interval for mu. Give the end-points correct to 1 decimal place.

3b
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4 marks

Roger wants to find a confidence interval for mu with a width of 1.28 cm. Find the confidence level that Roger should use.

3c
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1 mark

Roger takes 100 random samples and calculates a 95% confidence interval for each one. How many of the confidence intervals would be expected to contain the true population mean, mu.

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4a
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2 marks

The continuous random variable, X, has probability density function

f left parenthesis x right parenthesis equals open curly brackets table row cell k open parentheses 3 x to the power of 4 minus 2 x close parentheses space space space space space space space space space space space space space space space space space space space space space space space 1 less or equal than x less or equal than 2 end cell row cell 0 space space space space space space space space space space space space space space space space space space space space space space space space space space space space space space space space space space space space space space space space space o t h e r w i s e end cell end table close

Show that k equals 5 over 78.

4b
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4 marks
(i)
Find P left parenthesis 1.2 less than X less than 1.8 right parenthesis
(ii)
Find P left parenthesis X less than 1.5 right parenthesis

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5a
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1 mark

The random variable X space tilde B left parenthesis 60 comma 0.08 right parenthesis is approximated by Y space tilde P o left parenthesis lambda right parenthesis.

Explain why this approximation is valid and state the value of lambda.

5b
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4 marks
(i)

Find P left parenthesis X equals 4 right parenthesis, giving your answer to 6 decimal places.

(ii)
Find P left parenthesis Y equals 4 right parenthesis, giving your answer to 6 decimal places.
5c
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2 marks

Hence find the percentage error when a Poisson distribution is used to approximate P left parenthesis X equals 4 right parenthesis.

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6a
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5 marks

The distributions of the independent random variables X space and space Y are N left parenthesis 8 comma 2 right parenthesis space and space N left parenthesis 9 comma 3 right parenthesis respectively.

Find the probability that

(i)
2 X space plus space 3 Y space greater than space 44
(ii)

The sum of two observations from X and three observations from Y are greater than 44.

6b
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1 mark

Explain why your answers to (a) part (i) and (ii) are different.

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7a
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3 marks

The standard normal distribution is denoted by Z space tilde space N left parenthesis 0 comma 1 squared right parenthesis .

(i)
Write down a formula that links the standard normal distribution,Z , to the distribution  X with bar on top tilde space N left parenthesis mu comma sigma squared over n right parenthesis.



(ii)

Find the value of d  such that  straight P left parenthesis Z less than d right parenthesis equals 0.05 , correct to 3 decimal places.

7b
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4 marks

The population mean of the random variable X tilde space N left parenthesis mu comma 10 squared right parenthesis is being tested using a null hypothesis  straight H subscript 0 colon mu equals 30 against the alternative hypothesis  straight H subscript 1 colon mu less than 30.  A random sample of  observations is taken from the population and the sample mean is calculated as 28.

Using a 5% level of significance, there is not enough evidence to reject the null hypothesis.

(i)
Show that square root of n less than 8.2245
(ii)
Hence find the greatest possible value for the sample size, n .

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