Environmental variables require data to be transformed on many occasions. Following are five statements regarding data transformation. Choose the correct statements regarding data transformation.
A. Data transformation are done to apply non-linear regression analysis
B. If Y = Ln(X); where Ln refers logarithmic transformation, is normally distributed with population mean (μy) and population variance (σ2y); then mean (μy) corresponds to population median
C. Transformation is a useful technique to summarize data that are not spread out
D. If data that is transformed is normally distributed, then statistical test relying on normally are performed on non-transformed/original data sets
E. If data is transformed, then inverse transformation should be done
Choose the correct answer from the options given below: