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ETC1000 - Business and economic statistics - S2 2025

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Suppose we have two variables, X1 and X2, where X2 is constant for all values in the sample. Which statements are correct? (Multiple answers allowed)
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If we changed the scale of the GDP per capita variable from the previous question to be measured in thousands of dollars per capita ($000’s per capita) instead of dollars per capita ($ per capita), what would happen to the correlation?
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This question is based around annual CO2

emissions for countries around the world over many years. Of particular

interest is how CO

2

per capita (millions of tonnes) and GDP per

capita ($) are related to each other. To investigate this, we construct a

scatter plot between these two variables using data from 2016 (shown below).

Image failed to load: CO2 per capita vs GDP per capita

Referring to the scatter plot, it was

decided that the country with CO

2

per capita of 29.2 and GDP per

capita of 24,000 is an outlier, so the correlation was recalculated without

this country.

The new correlation will be:

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A scatter plot in general is used for exploring which of the following key questions? (Multiple answers allowed)

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We have taken only 100 samples of n=100 from the population data. We could have taken many more such samples.

If we had drawn all possible samples of n=100 and constructed a 95% confidence interval for each of these samples, what percentage of these intervals would have contained the true population mean? (Include appropriate units)

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Calculate the mean of the sample means and the standard deviations when n=100. That is, the mean of row 108 and then the mean of row 109. 

Comparing your results to those you calculated for the case of n=30 what do you conclude? (Multiple answers allowed)

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What is the average of the sample means when a sample of n=30 is taken. That is, what is the average of row 104? (Report to 4 decimal places and include appropriate units)

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Is the confidence interval based on the sample of 100 days wider or narrower than the interval constructed based on the sample of 30 days?

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