Understanding Regression Models

No statistics necessary.

There are four views.

 "controlling for"
important stuff

Shift the curves
x vs. y and z shifts the curve.  with stochastic data, it's a mess.

Conditional Expectation
E(Y) -- E(Y|X) -- E(Y|X,Z)

Correlation and Causation
Also, covariance.