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A researcher thought of another way of studying how smoking affects air pollution in rooms. A...

A researcher thought of another way of studying how smoking affects air pollution in rooms. A random sample of 12 non-smoking rooms were selected and the air quality was initially measured. Then each room got a smoking occupant for a week, and the air quality was measured again after the week ended. Assume that all necessary normality assumptions are met. Below are some summaries:

mean standard deviation
sample without smokers 29 35
sample with smokers 86 59
sample of differences -57 84

The researcher wants to estimate the average change in the air pollution in a room (that was originally non-smoking) after a smoker occupying it for a week. The estimate at 95% confidence level is

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