For the purposes of reaching sound conclusions with data analysis it is critical that:
A) data mining is used.
B) the reasoning/logic is sound.
C) causal inference is used.
D) None of the answers is correct.

Question

Quizplus · Accepted Answer

While data mining can certainly be helpful in uncovering patterns and trends in large datasets, it is ultimately the reasoning and logic applied to the data that allows for sound conclusions to be reached. Causal inference can also be useful in certain contexts, but is not always necessary for reaching sound conclusions. Therefore, the best choice is B, as it is always critical to have sound reasoning and logic when conducting data analysis.

For the Purposes of Reaching Sound Conclusions with Data Analysis