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Date None Specimen Marks available 4 Reference code SPNone.2.hl.TZ0.12
Level HL only Paper 2 Time zone TZ0
Command term Calculate Question number 12 Adapted from N/A

Question

The weights, in kg, of male birds of a certain species are modelled by a normal distribution with mean \(\mu \) and standard deviation \(\sigma \) .

Given that 70 % of the birds weigh more than 2.1 kg and 25 % of the birds weigh more than 2.5 kg, calculate the value of \(\mu \) and the value of \(\sigma \) .

[4]
a.

A random sample of ten of these birds is obtained. Let X denote the number of birds in the sample weighing more than 2.5 kg.

(i)     Calculate \({\text{E}}(X)\) .

(ii)     Calculate the probability that exactly five of these birds weigh more than 2.5 kg.

(iii)     Determine the most likely value of X .

[5]
b.

The number of eggs, Y , laid by female birds of this species during the nesting season is modelled by a Poisson distribution with mean \(\lambda \) . You are given that \({\text{P}}(Y \geqslant 2) = 0.80085\) , correct to 5 decimal places.

(i)     Determine the value of \(\lambda \) .

(ii)     Calculate the probability that two randomly chosen birds lay a total of

two eggs between them.

(iii)     Given that the two birds lay a total of two eggs between them, calculate the probability that they each lay one egg.

[8]
c.

Markscheme

we are given that

\(2.1 = \mu - 0.5244\sigma \)

\(2.5 = \mu + 0.6745\sigma \)     M1A1

\(\mu = 2.27{\text{ , }}\sigma = 0.334\)     A1A1

[4 marks]

a.

(i)     let X denote the number of birds weighing more than 2.5 kg

then X is B(10, 0.25)     A1

\({\text{E}}(X) = 2.5\)     A1

 

(ii)     0.0584     A1

 

(iii)     to find the most likely value of X , consider

\({p_0} = 0.0563 \ldots ,{\text{ }}{p_1} = 0.1877 \ldots ,{\text{ }}{p_2} = 0.2815 \ldots ,{\text{ }}{p_3} = 0.2502 \ldots \)     M1

therefore, most likely value = 2     A1

[5 marks]

b.

(i)     we solve \(1 - {\text{P}}(Y \leqslant 1) = 0.80085\) using the GDC     M1

\(\lambda = 3.00\)     A1

 

(ii)     let \({X_1}{\text{, }}{X_2}\) denote the number of eggs laid by each bird

\({\text{P}}({X_1} + {X_2} = 2) = {\text{P}}({X_1} = 0){\text{P}}({X_2} = 1) + {\text{P}}({X_1} = 1){\text{P}}({X_2} = 1) + {\text{P}}({X_1} = 2){\text{P}}({X_2} = 0)\)     M1A1

\( = {{\text{e}}^{ - 3}} \times {{\text{e}}^{ - 3}} \times \frac{9}{2} + {({{\text{e}}^{ - 3}} \times 3)^2} + {{\text{e}}^{ - 3}} \times \frac{9}{2} \times {{\text{e}}^{ - 3}} = 0.0446\)     A1

 

(iii)     \({\text{P}}({X_1} = 1,{\text{ }}{X_2} = 1|{X_1} + {X_2} = 2) = \frac{{{\text{P}}({X_1} = 1,{\text{ }}{X_2} = 1)}}{{{\text{P}}({X_1} + {X_2} = 2)}}\)     M1A1

\( = 0.5\)     A1

[8 marks]

c.

Examiners report

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Syllabus sections

Topic 5 - Core: Statistics and probability » 5.7 » Normal distribution.
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