£95.00

CRC Press Handbook of Mixed Membership Models and Applications

Name: CRC Press Handbook of Mixed Membership Models and Applications
Brand: CRC Press
Price: 149.28 GBP
Availability: InStock

Computing & Internet

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Description

Discover how to handle complex scientific data with the Handbook of Mixed Membership Models and Their Applications. As researchers face increasing needs for structured explanations of statistical data, this book provides the tools to model individual data points as members of multiple groups. This flexible approach allows you to uncover hidden patterns within modern high-dimensional multivariate data. This handbook explores practical applications across several scientific fields. You will see how these models function in survey data, population genetics, text analysis, image processing, and molecular biology. By using real-world data sets, the text demonstrates how to apply these modeling tools to solve actual research challenges. Whether you are working in data science, biology, or computer science, this resource offers the technical guidance needed to navigate modern statistical complexities.

Key Features

Learn to model individual data points as belonging to multiple groups for more diverse and structured statistical explanations.

Uncover hidden patterns in modern high-dimensional multivariate data using flexible modeling tools.

Explore diverse application settings including survey data, population genetics, and text analysis.

Apply statistical models to specialized fields such as image processing, annotation, and molecular biology.

Gain practical insights through the use of real data sets to see how models work in practice.

Product Specifications

Brand: CRC Press
Format: hardcover
ASIN: 1466504080
Category: Books > Subjects > Computing & Internet
Domain: Amazon UK
Release Date: 06 November 2014
Listed Since: 03 October 2011

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CRC Press Handbook of Mixed Membership Models and Applications

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