Presenting important trends in the field of stochastic analysis, this collection of thirteen articles provides an overview of recent developments and new results. Leading experts discuss a wide range of topics, ranging from an alternative set-up of rigorous probability to sampling of conditioned diffusions, from Feynmann formulas to genetic inference.