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A chocolatier surveyed chocolate bars available in a local supermarket and found the following linear regression equation based on energy content (calories), carbohydrates (grams) and fat (grams):
Estimated energy content = 11.7 + 14.1 carbohydrates + 4 fat
Which of the following is the correct interpreation of the coefficient of carbohydrates?
We estimate for each extra gram of carbohydrates in the chocolate bar, the energy content increases by 14.1 calories, on average.
For each extra gram of carbohydrates in the chocolate bar, the energy content increases by 14.1 calories.
None of these choices is correct.
Holding fat content constant, we estimate for each extra gram of carbohydrates in the chocolate bar, the energy content increases by 14.1 calories, on average.
Holding fat content constant, we estimate for each extra calorie, the carbohydrates content increases by 14.1 grams, on average.
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