Which of these conclusions and justifications is the MOST reasonable?

MATLAB: An Introduction with Applications
6th Edition
ISBN:9781119256830
Author:Amos Gilat
Publisher:Amos Gilat
Chapter1: Starting With Matlab
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Use the Information to answer the following question.
Forty volunteer drivers are separated into two groups of 20 drivers each at random. The first group is asked to pay particular attention to
braking smoothly when approaching a red light or stop sign. The second group is given no special instructions. All drivers report, at the end
of a month, the gallons of gasoline used.
The mean for the first group is 43.16 gallons of gas. The mean for the second group is 54.63 gallons of gas. The difference in means for
the two groups is -11.47 gallons of gas.
The data for both groups are combined and redistributed at random into two groups of 20. The means for each redistributed group are
calculated, and the difference in means is recorded. The differences are represented in the histogram.
difference in mean gas usage (gallons)
Which of these conclusions and justifications is the MOST reasonable?
A The randomization distribution does not give any evidence that the difference between the two treatment groups is due to the
special instructions.
B. The difference in means for the two treatment groups is likely due to the random assignment since the difference is negative.
C. The difference in means for the two treatment groups is likely due to the random assignment since there is at least one value in
the histogram with a greater absolute difference than 11.47 gallons of gas,
D. The randomization distribution provides strong evidence that the difference in means for the two treatment groups is due to the
treatment because the difference is highlyY unlikely based on random assignment alone,
***
Transcribed Image Text:Use the Information to answer the following question. Forty volunteer drivers are separated into two groups of 20 drivers each at random. The first group is asked to pay particular attention to braking smoothly when approaching a red light or stop sign. The second group is given no special instructions. All drivers report, at the end of a month, the gallons of gasoline used. The mean for the first group is 43.16 gallons of gas. The mean for the second group is 54.63 gallons of gas. The difference in means for the two groups is -11.47 gallons of gas. The data for both groups are combined and redistributed at random into two groups of 20. The means for each redistributed group are calculated, and the difference in means is recorded. The differences are represented in the histogram. difference in mean gas usage (gallons) Which of these conclusions and justifications is the MOST reasonable? A The randomization distribution does not give any evidence that the difference between the two treatment groups is due to the special instructions. B. The difference in means for the two treatment groups is likely due to the random assignment since the difference is negative. C. The difference in means for the two treatment groups is likely due to the random assignment since there is at least one value in the histogram with a greater absolute difference than 11.47 gallons of gas, D. The randomization distribution provides strong evidence that the difference in means for the two treatment groups is due to the treatment because the difference is highlyY unlikely based on random assignment alone, ***
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