Recommended reading material pertaining to MUPE and other multiplicative error regression techniques:
Assessing Regression Methods via Monte Carlo Simulations provides an empirical evaluation of the accuracy, precision, and convergence rate of different regression methods.
How Regression Methods Impact Uncertainty Results illustrates that although different regression methods can yield a similar point estimate, they might provide significantly different prediction intervals.
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Recommended reading material pertaining to MUPE and other multiplicative error regression techniques