Question

4 Select the statement which correctly completes the sentence
“The effect of an transformation is to …”
A stretch the higher values in the data
B maintain the distance between values
C stretch the lower values in the data
D compress the higher values in the data
E reverse the order of the values in the data

Ask by Cervantes Reed. in Australia
Mar 27,2025

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Answer

The correct statement is: A. stretch the higher values in the data.

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Mind Expander

When performing an transformation, the result is that higher values of yield significantly larger outputs, effectively stretching those values apart. This means that lower values will transform into smaller outputs, while higher values will expand more dramatically. Hence, the correct completion is A: stretch the higher values in the data.
In the world of statistics and data analysis, transformations like are often used to improve model performance or meet the assumptions of certain statistical tests. By transforming data, we can address issues such as non-linearity or unequal variance, ensuring that our analyses yield more reliable and valid results. Just keep in mind that every transformation can also introduce its own complexities!

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