Amazon
MLS-C01 · Question #321
A data scientist is building a linear regression model. The scientist inspects the dataset and notices that the mode of the distribution is lower than the median, and the median is lower than the mean
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Modeling
Question
A data scientist is building a linear regression model. The scientist inspects the dataset and notices that the mode of the distribution is lower than the median, and the median is lower than the mean. Which data transformation will give the data scientist the ability to apply a linear regression model?
Options
- AExponential transformation
- BLogarithmic transformation
- CPolynomial transformation
- DSinusoidal transformation
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Topics
#Data Transformation#Skewness#Linear Regression Preprocessing#Statistical Distributions