Which of the following is an option available for the treatment of missing values?
A)substitute a neutral value
B)substitute an imputed response
C)Both A and B are correct.
D)returning to the field

Question

Quizplus · Accepted Answer

Both A and B are correct options for treating missing values. By substituting a neutral value, such as the mean or median of the data, we can retain the overall distribution of the variable while filling in the missing values. Imputing a response involves using statistical techniques to estimate the missing values based on the values of the other variables in the dataset. By doing so, we can preserve the relationships between variables and potentially improve the accuracy of our analyses. Returning to the field (D) is not a viable option for most datasets as it can be time-consuming and costly, especially for large datasets.

Which of the Following Is an Option Available for the Treatment