… into how computational statistics may progress in this age of big data and transdisciplinary
data science. It … computational infrastructure for data analysis through R software; for making …

… analysis of optimization algorithms. The proposed technique employs computational statistic
… combines methods from computational statistics and exploratory data analysis to improve (…

… Computational Statistics is comprised of practical guides and cutting edge research books on
new developments in computational statistics… as realizations in the interval [73, 167]; or the …

… data set and to explore how density estimates can be used, both in their own right and as
an ingredient of other statistical … A projection pursuit algorithm for exploratory data analysis. …

… This book carries the same logic over to a variety of different data analysis situations. In
all cases, the concern is with evaluating some observed index in relation to a specific …

… described by such statistics as data mean, standard … of the data, multivariate chemometric
data analysis techniques ought to be applied. Steps of data analysis usually lead through data …

… This book aims to use the tools of computation and simulation and the useful … of statistical
mechanics established by Maxwell, Boltzmann, and Gibbs to the concepts and computational …

Summary The present paper deals with the study of continuous interval data by means of
suitable Principal Component Analyses (PCA). Statistical units described by interval data can …

… statistic, a non-parametric and data-driven method for determining the number of clusters in
a dataset. The slope statistic … and does not require intensive computations. Furthermore, it …

… The usefulness of the estimator is highlighted through the exact expression involved in the
leading terms of the quadratic error, and by conducting a computational investigation to show …