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A cricket is an insect - HSC - SSCE Mathematics Advanced - Question 27 - 2020 - Paper 1

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A cricket is an insect. The male cricket produces a chirping sound. A scientist wants to explore the relationship between the temperature in degrees Celsius and the... show full transcript

Worked Solution & Example Answer:A cricket is an insect - HSC - SSCE Mathematics Advanced - Question 27 - 2020 - Paper 1

Step 1

Find the value of x̄

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Answer

Given that the mean temperature is 0.525°C below the median, we can express the mean temperature x̄:

xˉ=220.525x̄ = 22 - 0.525
xˉ=21.475x̄ = 21.475

Step 2

Calculate the sample mean ȳ

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Answer

Since a total of 684 chirps were counted over 20 days, we find the mean number of chirps:

yˉ=68420=34.2ȳ = \frac{684}{20} = 34.2

Step 3

Substituting (x̄, ȳ) into the regression equation

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Answer

Substituting x̄ and ȳ into the regression equation:

34.2=10.6063+b(21.475)34.2 = -10.6063 + b(21.475)

To find b, rearranging gives us:

b=34.2+10.606321.475=2.08644b = \frac{34.2 + 10.6063}{21.475} = 2.08644

Step 4

Calculate the expected number of chirps at 19°C

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Answer

Now, we substitute x = 19 into the regression equation:

y=10.6063+2.08644×19y = -10.6063 + 2.08644 \times 19
Calculating this:

y=10.6063+39.64436=29.0381y = -10.6063 + 39.64436 = 29.0381

Rounding to the nearest whole number gives:

29 chirps

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