Get Big and Complex Data Analysis: Methodologies and PDF

By S. Ejaz Ahmed

This quantity conveys a number of the surprises, puzzles and good fortune tales in high-dimensional and complicated info research and comparable fields. Its peer-reviewed contributions exhibit fresh advances in variable choice, estimation and prediction recommendations for a number of beneficial versions, in addition to crucial new advancements within the field.

The persevered and speedy development of recent expertise now permits scientists to gather information of more and more exceptional measurement and complexity. Examples contain epigenomic info, genomic info, proteomic facts, high-resolution picture information, high-frequency monetary info, useful and longitudinal information, and community info. Simultaneous variable choice and estimation is without doubt one of the key statistical difficulties concerned about examining such mammoth and intricate data.

the aim of this ebook is to stimulate study and foster interplay among researchers within the region of high-dimensional facts research. extra concretely, its objectives are to: 1) spotlight and extend the breadth of current equipment in massive information and high-dimensional facts research and their capability for the development of either the mathematical and statistical sciences; 2) determine vital instructions for destiny examine within the idea of regularization equipment, in algorithmic improvement, and in methodologies for various software components; 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

New PDF release: PROC SQL: Beyond the Basics Using SAS, Second Edition

Kirk Lafler's PROC SQL: past the fundamentals utilizing SAS, moment variation, deals a step by step example-driven advisor that is helping readers grasp the language of PROC SQL. full of research and examples illustrating an collection of PROC SQL techniques, statements, and clauses, this e-book should be approached in a few methods.

Das Statistiklabor: Einführung und Benutzerhandbuch (German - download pdf or read online

Das Statistiklabor ist eine interaktive Arbeitsumgebung, um statistische Funktionen und Darstellungsmöglichkeiten leicht und intuitiv bearbeiten zu können. Als windows-basierte Oberfläche für die Programmierumgebung R erlaubt es zudem einen wesentlich einfacheren Zugang zu der umfangreichen Funktionalität von R.

Download e-book for kindle: mODa 11 - Advances in Model-Oriented Design and Analysis: by Joachim Kunert,Christine H. Müller,Anthony C. Atkinson

This quantity comprises pioneering contributions to either the speculation and perform of optimum experimental layout. subject matters include the optimality of designs in linear and nonlinear versions, in addition to designs for correlated observations and for sequential experimentation. there's an emphasis on functions to medication, specifically, to the layout of scientific trials.

Download e-book for iPad: MATLAB Matrix Algebra (Matlab Solutions) by Cesar Lopez

MATLAB is a high-level language and surroundings for numerical computation, visualization, and programming. utilizing MATLAB, you could learn info, increase algorithms, and create versions and purposes. The language, instruments, and integrated math features assist you to discover a number of techniques and succeed in an answer quicker than with spreadsheets or conventional programming languages, comparable to C/C++ or Java.

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

Example text

Download PDF sample

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


by Donald
4.5

Rated 4.63 of 5 – based on 10 votes