Download e-book for iPad: Big and Complex Data Analysis: Methodologies and by S. Ejaz Ahmed

By S. Ejaz Ahmed

ISBN-10: 3319415727

ISBN-13: 9783319415727

This quantity conveys many of the surprises, puzzles and luck tales in high-dimensional and complicated info research and comparable fields. Its peer-reviewed contributions show off contemporary advances in variable choice, estimation and prediction innovations for a bunch of worthy versions, in addition to crucial new advancements within the field.

The persisted and swift development of contemporary expertise now permits scientists to assemble facts of more and more exceptional measurement and complexity. Examples contain epigenomic info, genomic information, proteomic info, high-resolution photograph facts, high-frequency monetary facts, sensible and longitudinal info, and community info. Simultaneous variable choice and estimation is without doubt one of the key statistical difficulties all in favour of interpreting such giant and intricate data.

the aim of this publication is to stimulate learn and foster interplay among researchers within the sector of high-dimensional info research. extra concretely, its pursuits are to: 1) spotlight and extend the breadth of present tools in enormous information and high-dimensional facts research and their power for the development of either the mathematical and statistical sciences; 2) establish vital instructions for destiny study within the thought of regularization equipment, in algorithmic improvement, and in methodologies for various program parts; and three) facilitate collaboration among theoretical and subject-specific researchers.

Show description

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

Best mathematical & statistical books

SAS/GRAPH: Beyond the Basics by Robert Allison PDF

Robert Allison's SAS/GRAPH: past the fundamentals collects examples that display numerous innovations you should use to create customized graphs utilizing SAS/GRAPH software program. SAS/GRAPH is understood for its flexibility and tool, yet few humans know the way to exploit it to its complete strength. Written for the SAS programmer with adventure utilizing Base SAS to paintings with information, the publication contains examples that may be utilized in various sectors.

Read e-book online Übungsbuch Mathematik für Wirtschaftswissenschaftler: PDF

Dieses Übungsbuch bietet eine umfangreiche Sammlung von Übungsaufgaben zur Mathematik für Wirtschaftswissenschaftler. Beginnend von den Grundlagen der Mathematik bis hin zu komplexeren Anwendungen werden zahlreiche Aspekte adressiert. Die Lösungen zu jeder Aufgabe sind im Buch enthalten. Zusätzlich werden PDF-, Maple- und Microsoft Excel-Dateien bereitgestellt.

Download e-book for iPad: Pandas Cookbook by Ted Petrou

Key FeaturesLearn to take advantage of the facility of Pandas to resolve most intricate clinical computing problemsLeverage quick, strong facts buildings in Pandas to realize such a lot out of your dataPerform numerous info research initiatives successfully with easeBook DescriptionPandas is likely one of the best clinical computing programs in Python.

Get Big and Complex Data Analysis: Methodologies and PDF

This quantity conveys a few of the surprises, puzzles and luck tales in high-dimensional and complicated information research and similar fields. Its peer-reviewed contributions exhibit fresh advances in variable choice, estimation and prediction ideas for a bunch of necessary versions, in addition to crucial new advancements within the box.

Extra info 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 Donald
4.2

Rated 4.29 of 5 – based on 49 votes