As discussed in the last chapter, asset prices have time-varying volatility. In some periods, returns are highly variable, while in others, they are very stable. Stochastic volatility models model this with a latent volatility variable, which is modeled as a stochastic process. The No-U-Turn sampler was introduced using such a model, and the stochastic_volatility notebook illustrates this use case.