Risks and uncertainties play a role in virtually all of our decisions. Quantitative models have so far been either too unrealistic or too complex. This graduate textbook presents modern models that are both realistic and tractable. All mathematical tools are related to real-life processes, ensuring accessibility to a wide audience.