Computational Statistics is an international journal that fosters the publication of applications and methodological research in the field of computational statistics. In this article, we will discuss the motivation, history, some specialties, and the future scope of this journal

Statistical computing when input/output is driven by a Graphical User Interface is considered. A proposal is made for automatic control of computational flow to ensure that only strictly required computations are actually carried on. The computational flow is modeled by a directed graph for...

Chapter 1. Analytics background and architectures -- chapter 2. Mathematical and statistical preliminaries -- chapter 3. Statistics for descriptive analytics -- chapter 4. Bayesian probability and inference -- chapter 5. Inferential statistics and predictive analytics -- chapter 6. Artificial...

Cover -- Half Title -- Title Page -- Copyright Page -- Contents -- Preface -- Introduction -- 1. Random Variable Generation -- 1.1 Basic Methods -- 1.1.1 Congruential Generators -- 1.1.2 The KISS Generator -- 1.1.3 Beyond Uniform Distributions -- 1.2 Transformation Methods -- 1.3 Accept-Reject...