Normal view MARC view ISBD view

Handbook of statistical analysis and data mining applications

By: Nisbet, Robert.
Contributor(s): Miner, Gary | Yale, Ken | Elder, John | Peterson, Andy.
Material type: materialTypeLabelBookPublisher: London Academic Press 2018Edition: 2nd.Description: xxix, 792 p.ISBN: 9780124166325.Subject(s): Statistics | Data mining | Data mining - Statistical methods | Computers - Reference | Computers - Machine Theory | Computers - Computer Literacy | Computers - Information Technology | Computers - Data Processing | Computers - Computer Science | Computers - Database Management - Data Mining | Computers - Hardware - GeneralDDC classification: 006.312 Summary: Handbook of Statistical Analysis and Data Mining Applications, Second Edition, is a comprehensive professional reference book that guides business analysts, scientists, engineers and researchers, both academic and industrial, through all stages of data analysis, model building and implementation. The handbook helps users discern technical and business problems, understand the strengths and weaknesses of modern data mining algorithms and employ the right statistical methods for practical application. This book is an ideal reference for users who want to address massive and complex datasets with novel statistical approaches and be able to objectively evaluate analyses and solutions. It has clear, intuitive explanations of the principles and tools for solving problems using modern analytic techniques and discusses their application to real problems in ways accessible and beneficial to practitioners across several areas—from science and engineering, to medicine, academia and commerce. Key Features • Includes input by practitioners for practitioners • Includes tutorials in numerous fields of study that provide step-by-step instruction on how to use supplied tools to build models • Contains practical advice from successful real-world implementations • Brings together, in a single resource, all the information a beginner needs to understand the tools and issues in data mining to build successful data mining solutions • Features clear, intuitive explanations of novel analytical tools and techniques, and their practical applications https://www.elsevier.com/books/handbook-of-statistical-analysis-and-data-mining-applications/nisbet/978-0-12-416632-5
Tags from this library: No tags from this library for this title. Log in to add tags.
    average rating: 0.0 (0 votes)
Item type Current location Item location Collection Call number Status Date due Barcode
Books Vikram Sarabhai Library
Slot 104 (0 Floor, West Wing) Non-fiction 006.312 N4H2 (Browse shelf) Available 195851

Handbook of Statistical Analysis and Data Mining Applications, Second Edition, is a comprehensive professional reference book that guides business analysts, scientists, engineers and researchers, both academic and industrial, through all stages of data analysis, model building and implementation. The handbook helps users discern technical and business problems, understand the strengths and weaknesses of modern data mining algorithms and employ the right statistical methods for practical application.

This book is an ideal reference for users who want to address massive and complex datasets with novel statistical approaches and be able to objectively evaluate analyses and solutions. It has clear, intuitive explanations of the principles and tools for solving problems using modern analytic techniques and discusses their application to real problems in ways accessible and beneficial to practitioners across several areas—from science and engineering, to medicine, academia and commerce.

Key Features
• Includes input by practitioners for practitioners
• Includes tutorials in numerous fields of study that provide step-by-step instruction on how to use supplied tools to build models
• Contains practical advice from successful real-world implementations
• Brings together, in a single resource, all the information a beginner needs to understand the tools and issues in data mining to build successful data mining solutions
• Features clear, intuitive explanations of novel analytical tools and techniques, and their practical applications


https://www.elsevier.com/books/handbook-of-statistical-analysis-and-data-mining-applications/nisbet/978-0-12-416632-5

There are no comments for this item.

Log in to your account to post a comment.

Powered by Koha