This book is the first rigorous and comprehensive treatment of estimation error on portfolio optimization and asset management in practice. Application of rigorous financially relevant methods leads to a fundamentally different understanding of portfolio efficiency and the development of powerful provably effective portfolio management techniques while avoiding widespread self-defeating practices.