Mastering System Identification in 100 Exercises

Great book.

This is a text book for students or engineers who want to develop behavioral black box models for systems developed from DOE data analysis. The teaching approach uses progressive complexity - moving from simple least squares analysis of a resistor measurement to parametric models in the presence of non-linear noise where concepts from multiple chapters are combined.

When any engineer looks at electrical data, other data derived from it, it's often to solve some sort of problem. Recognition is necessary to do an analysis and figure where the correction needs to be applied.