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
“The effect of an
A stretch the higher
B maintain the distance between values
C stretch the lower
D compress the higher
E reverse the order of the values in the data
Ask by Cervantes Reed. in Australia
Mar 27,2025
Upstudy AI Solution
Tutor-Verified Answer
Answer
The correct statement is: A. stretch the higher
values in the data.
Solution

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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!