Need help understanding what a natural log transformation is actually doing and why specific transformations are required for linear regression
9444
In linear regression, when is it appropriate to use the log of an independent variable instead of the actual values?
55816
How do you Interpret RMSLE (Root Mean Squared Logarithmic Error)?
125435
Practical application for linear transformations
67498
Intuition behind the definition of linear transformation
144538
Sanity check question about correlation between log-normal random variables
139231
Linear regression: any non-normal distribution giving identity of OLS and MLE?
21174
interpreting estimates of cloglog logistic regression
5047
Log and natural log
100037
nth roots and logarithm
23128
Why aren't logarithms defined for negative $x$?
114701
Determining best fitting curve fitting function out of linear, exponential, and logarithmic functions
54989
Why is binary cross entropy (or log loss) used in autoencoders for non-binary data
82553
Need help with linear transformations (with projection and reflection)?
91193
Natural log approximation
9356
Derivation of the formula for Ordinary Least Squares Linear Regression
3845
Interpretation of R's lm() output
5109
Transforming the dummy values to be able to take logs