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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