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

Roots of Computational Statistics -- Computational Statistics in Random Processes -- Computational Aspects of Robustness -- Computational Graphics in Statistical Data Analysis -- Various Statistical and Data Analytic Methods -- Numerical Aspects and Complexity of Statistical Algorithms -- Linear...

In this article, a simple algorithm is provided to maximize a family of optimal statistics for hypothesis testing with a nuisance parameter not defined under the null hypothesis. This arises from genetic linkage and association studies and other hypothesis testing problems. It is known that the...

In this paper we describe the special role of moment theory for the construction of optimal designs in statistical regression models. A careful introduction in the problem of designing experiments for certain polynomial regression models is given, and it is demonstrated that the maximization of...