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A least squares linear trend line is just a simple regression line with the years recoded.
Q6: Because indicator variables represent different groups,t-tests on
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Q200: The trend line <img src="https://d2lvgg3v3hfg70.cloudfront.net/TB4388/.jpg" alt="The trend