# Volatility 201 – ARCH Modeling

This week, we’ll take the prior discussion further and develop an understanding of autoregressive conditional heteroskedasticity (ARCH) volatility modeling.

### Why do we care?

Volatility cannot be directly observed, and volatility modeling is more complicated than those of a conditional mean. The concepts and the ARCH model discussed here are pivotal to a solid understanding of financial time series volatility.