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Worked solution

Estimate emissions mean and variance from test data

A manufacturer launches the environmentally marketed “Green Leaf” car and claims its carbon emission is at most 80 g/km. The transport authority suspects this figure is understated and requests test data from 20 units:

Carbon emission (g/km)7879808182
Number of units23645

Calculate unbiased estimates of the population mean and variance. marks

[2016/PJC/II/10(i)]

CJC · Review problems · Question 1

Answer

Mean 80.3580.35 g/km; unbiased variance 651/380≈1.71651/380\approx1.71 (g/km)².

Use the frequency-weighted summaries

The sample has n=20n=20, ∑x=1607\sum x=1607 and ∑x2=129155\sum x^2=129155. Thus xˉ=1607/20=80.35\bar x=1607/20=80.35 g/km and s2=119(129155−1607220)=651380≈1.71s^2=\dfrac1{19}\left(129155-\dfrac{1607^2}{20}\right)=\dfrac{651}{380}\approx1.71 (g/km)². The printed calculator method squares its sample standard deviation 1.30891.3089 to obtain the variance.

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Common mistakes

The task asks for estimates, not a hypothesis test of the manufacturer’s claim.

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