S. Ejaz Ahmed's Big and Complex Data Analysis: Methodologies and PDF

Posted by

By S. Ejaz Ahmed

This quantity conveys the various surprises, puzzles and good fortune tales in high-dimensional and intricate facts research and similar fields. Its peer-reviewed contributions exhibit contemporary advances in variable choice, estimation and prediction options for a number of priceless versions, in addition to crucial new advancements within the field.

The persisted and quick development of contemporary know-how now permits scientists to gather info of more and more extraordinary measurement and complexity. Examples contain epigenomic facts, genomic information, proteomic info, high-resolution photograph information, high-frequency monetary information, useful and longitudinal information, and community facts. Simultaneous variable choice and estimation is without doubt one of the key statistical difficulties concerned about reading such sizeable and complicated data.

the aim of this e-book is to stimulate study and foster interplay among researchers within the region of high-dimensional information research. extra concretely, its ambitions are to: 1) spotlight and extend the breadth of latest tools in great info and high-dimensional information research and their power for the development of either the mathematical and statistical sciences; 2) establish vital instructions for destiny examine within the concept of regularization tools, in algorithmic improvement, and in methodologies for various program parts; and three) facilitate collaboration among theoretical and subject-specific researchers.

Show description

Read or Download Big and Complex Data Analysis: Methodologies and Applications (Contributions to Statistics) PDF

Similar mathematical & statistical books

Download e-book for kindle: Design of Adaptive Finite Element Software: The Finite by Alfred Schmidt,Kunibert G. Siebert

Over the past years, medical computing has turn into a massive learn department situated among utilized arithmetic and technologies and engineering. hugely effective numerical tools are in line with adaptive tools, better order discretizations, quick linear and non-linear iterative solvers, multi-level algorithms, and so forth.

Get Graphics of Large Datasets: Visualizing a Million PDF

Pix are nice for exploring information, yet how can they be used for the big datasets which are general to-day? This e-book exhibits the best way to examine methods of visualizing huge datasets, even if huge in numbers of situations or huge in numbers of variables or huge in either. facts visualization turns out to be useful for facts cleansing, exploring info, making a choice on developments and clusters, recognizing neighborhood styles, comparing modeling output, and featuring effects.

Download e-book for iPad: A Handbook of Statistical Analyses using SAS, Third Edition by Geoff Der,Brian S. Everitt

Up to date to mirror SAS nine. 2, A guide of Statistical Analyses utilizing SAS, 3rd version maintains to supply a simple description of the way to behavior a variety of statistical analyses utilizing SAS. every one bankruptcy indicates tips to use SAS for a specific form of research. The authors disguise inference, research of variance, regression, generalized linear versions, longitudinal facts, survival research, central elements research, issue research, cluster research, discriminant functionality research, and correspondence research.

Get Statistical Analysis of Network Data with R (Use R!) PDF

Networks have permeated lifestyle via daily realities just like the web, social networks, and viral advertising. As such, community research is a vital development zone within the quantitative sciences, with roots in social community research going again to the Nineteen Thirties and graph idea going again centuries.

Extra resources for Big and Complex Data Analysis: Methodologies and Applications (Contributions to Statistics)

Sample text

Download PDF sample

Big and Complex Data Analysis: Methodologies and Applications (Contributions to Statistics) by S. Ejaz Ahmed

by Robert

Rated 4.79 of 5 – based on 36 votes