Impact of uncertainty in expected return estimation on stock price volatility

► We investigate the origin of volatility in financial markets. ► We develop a model of stock price evolution based on a micro-level description of the market. ► Volatility is composed from traders' regret-risk aversions and from traders' uncertainty in expected returns. ► Volatility clustering is primarily caused by traders' uncertainty in expected returns.