Using parallel machines is difficult because of their inherent complexity and because their architecture changes frequently. This book presents an …
The Handbook of Computational Statistics - Concepts and Methods ist divided into 4 parts. It begins with an overview of …
Computationally intensive methods have become widely used both for statistical inference and for exploratory analyses of data. The methods of …
Optimization techniques are at the core of data science, including data analysis and machine learning. An understanding of basic optimization …
