Paul Horwich's influential work offers resolutions to central issues in the philosophy of science through a probabilistic approach to scientific reasoning and methodology. Presented in a fresh twenty-first-century series livery, with a specially commissioned new preface, it has been revived for a new generation of readers in philosophy of science.