Which of the following conclusions should make you suspicious as an educated consumer of statistical information?
A)"Based on our sample results we know there is no relationship between these two variables in the population."
B)"We looked at all possible correlations between these 10 variables, and this was the only one that was significant, signifying its tremendous importance."
C)"There is a relationship between these two variables in the population.Our statistics proved it."
D)All of the above.

Question

Quizplus · Accepted Answer

A) This conclusion is suspicious because it is impossible to know for certain that there is no relationship in the population based solely on sample results. There is always a chance that the sample may not be representative of the entire population, or there may be other factors or variables that were not considered.

B) This conclusion is suspicious because just because a correlation is significant does not necessarily mean that it is important. It is possible that the correlation is simply due to chance or other factors that were not considered. Additionally, just because no other significant correlations were found does not mean that they do not exist.

C) This conclusion is suspicious because while the statistics may suggest a relationship, it is important to remember that correlation does not necessarily imply causation. Other factors or variables may be influencing the relationship, and it is important to consider these before making any definitive conclusions.

Overall, it is important to approach statistical information with a critical eye and carefully evaluate the methods used and the conclusions drawn.

Which of the Following Conclusions Should Make You Suspicious as an Educated