Pregunta
5 Select the statement which correctly completes the sentence
“The effect of a
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
“The effect of a
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 Fleming Crawford. in Australia
Mar 27,2025
Solución de inteligencia artificial de Upstudy
Respuesta verificada por el tutor
Responder
The correct statement is D: compress the higher
Solución
- A logarithmic transformation converts the data according to
. - Because the logarithm is a nonlinear function with a decreasing rate of change as
increases, differences between large values become relatively smaller. - Therefore, when applying a
transformation, the higher values are compressed, while the lower values are stretched.
Thus, the correct completion is:
D compress the higher
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Simplifique esta solución Extra Insights
When you apply a
Essentially, the logarithmic transformation helps to stabilize variance and make data that might be skewed more normally distributed, which is particularly useful in many statistical analyses. This approach is often utilized in fields like economics and biology to better visualize and interpret data trends.
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