Asked by Zaria Howard on Jul 21, 2024

verifed

Verified

When the conclusions based upon the unaggregated data can be completely reversed if we look at the aggregated crosstabulation, the occurrence is known as

A) ​Reverse correlation.
B) ​Negative correlation​.
C) ​Simpson's paradox.
D) ​Pareto's rule.

Simpson's Paradox

A phenomenon in statistics where a trend appears in several different groups of data but disappears or reverses when these groups are combined.

Aggregated Crosstabulation

A statistical method used to analyze and summarize data between two or more categorical variables in a table format.

Unaggregated Data

Raw data collected at its most detailed or base level, not yet summarized or grouped into larger categories.

  • Identify and address potential biases or misleading interpretations in data analysis.
verifed

Verified Answer

BG
Brianne GomezJul 25, 2024
Final Answer :
C
Explanation :
This occurrence is known as Simpson's paradox. Simpson's paradox occurs when a trend appears in different groups of data but disappears or reverses when the groups are combined. This highlights the importance of considering all relevant factors in data analysis, especially when making decisions or drawing conclusions.