Statistical inference has mainly dealt with problems of testing and estimation of unknown parameters of probability distributions. This book examines the differing philosophical foundations of the statistical modes of parametric inference, and discusses their strengths and weaknesses. It stresses the theoretical aspects rather than the methodology and application.