Big and Complex Data Analysis is popular PDF and ePub book, written by S. Ejaz Ahmed in 2017-03-21, it is a fantastic choice for those who relish reading online the Mathematics genre. Let's immerse ourselves in this engaging Mathematics book by exploring the summary and details provided below. Remember, Big and Complex Data Analysis can be Read Online from any device for your convenience.
Big and Complex Data Analysis Book PDF Summary
This volume conveys some of the surprises, puzzles and success stories in high-dimensional and complex data analysis and related fields. Its peer-reviewed contributions showcase recent advances in variable selection, estimation and prediction strategies for a host of useful models, as well as essential new developments in the field. The continued and rapid advancement of modern technology now allows scientists to collect data of increasingly unprecedented size and complexity. Examples include epigenomic data, genomic data, proteomic data, high-resolution image data, high-frequency financial data, functional and longitudinal data, and network data. Simultaneous variable selection and estimation is one of the key statistical problems involved in analyzing such big and complex data. The purpose of this book is to stimulate research and foster interaction between researchers in the area of high-dimensional data analysis. More concretely, its goals are to: 1) highlight and expand the breadth of existing methods in big data and high-dimensional data analysis and their potential for the advancement of both the mathematical and statistical sciences; 2) identify important directions for future research in the theory of regularization methods, in algorithmic development, and in methodologies for different application areas; and 3) facilitate collaboration between theoretical and subject-specific researchers.
Detail Book of Big and Complex Data Analysis PDF
- Author : S. Ejaz Ahmed
- Release : 21 March 2017
- Publisher : Springer
- ISBN : 9783319415734
- Genre : Mathematics
- Total Page : 390 pages
- Language : English
- PDF File Size : 14,5 Mb
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