This paper studies the optimal monetary policy response to a distortionary shock to firms' investment demand. We consider a sticky price model with investment ad- justment costs. We document the desirability of and the trade-off between nominal price and asset price stabilization in response to this shock. Optimal policy is con- tractionary in response to an ineffi cient boom in investment and asset prices. Relative to the optimal policy, nominal price stabilization generates short-run overinvestment and asset price inflation. In this and other sticky price models, nominal price inflation measures labor market distortion. The market price of the capital stock, through mar- ginal q, usefully summarizes capital market distortion. We calculate significant relative welfare gains from following the optimal policy instead of nominal price stabilization in response to the shock. Then, we limit the central bank's ability to distinguish non-fundamental asset price changes by adding productivity shocks. We utilize new techniques, developed by Svensson and Woodford (2002), to compute optimal policy under asymmetric information and show that there remains a significant role for asset prices in formulating monetary policy.