Statistics

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Data Mining: A Tutorial-Based Primer, Second Edition

Richard J. Roiger
December 01, 2016

"Dr. Roiger does an excellent job of describing in step by step detail formulae involved in various data mining algorithms, along with illustrations. In addition, his tutorials in Weka software provide excellent grounding for students in comprehending the underpinnings of Machine Learning as...

Introduction to Probability with Texas Hold ’em Examples, Second Edition

Frederic Paik Schoenberg
November 28, 2016

Introduction to Probability with Texas Hold’em Examples illustrates both standard and advanced probability topics using the popular poker game of Texas Hold’em, rather than the typical balls in urns. The author uses students’ natural interest in poker to teach important concepts in probability....

Quantitative Techniques in Business, Management and Finance: A Case-Study Approach

Umeshkumar Dubey, D P Kothari, G K Awari
November 22, 2016

This book is especially relevant to undergraduates, postgraduates and researchers studying quantitative techniques as part of business, management and finance. It is an interdisciplinary book that covers all major topics involved at the interface between business and management on the one hand and...

Concise Encyclopedia of Biostatistics for Medical Professionals

Abhaya Indrayan, Martin P. Holt
November 17, 2016

Concise Encyclopedia of Biostatistics for Medical Professionals focuses on conceptual knowledge and practical advice rather than mathematical details, enhancing its usefulness as a reference for medical professionals. The book defines and describes nearly 1000 commonly and not so commonly used...

Learning with Uncertainty

Xizhao Wang, Junhai Zhai
November 16, 2016

Learning with uncertainty covers a broad range of scenarios in machine learning, this book mainly focuses on: (1) Decision tree learning with uncertainty, (2) Clustering under uncertainty environment, (3) Active learning based on uncertainty criterion, and (4) Ensemble learning in a framework of...

Handbook of Neuroimaging Data Analysis

Hernando Ombao, Martin Lindquist, Wesley Thompson, John Aston
November 14, 2016

This book explores various state-of-the-art aspects behind the statistical analysis of neuroimaging data. It examines the development of novel statistical approaches to model brain data. Designed for researchers in statistics, biostatistics, computer science, cognitive science, computer engineering...

Big Data in Complex and Social Networks

My T. Thai, Weili Wu, Hui Xiong
November 08, 2016

This book presents recent developments on the theoretical, algorithmic, and application aspects of Big Data in Complex and Social Networks. The book consists of four parts, covering a wide range of topics. The first part of the book focuses on data storage and data processing. It explores how the...

Music Data Analysis: Foundations and Applications

Claus Weihs, Dietmar Jannach, Igor Vatolkin, Guenter Rudolph
November 07, 2016

This book provides a comprehensive overview of music data analysis, from introductory material to advanced concepts. It covers various applications including transcription and segmentation as well as chord and harmony, instrument and tempo recognition. It also discusses the implementation aspects...

Environmental and Ecological Statistics with R, Second Edition

Song S. Qian
November 07, 2016

Emphasizing the inductive nature of statistical thinking, Environmental and Ecological Statistics with R, Second Edition, connects applied statistics to the environmental and ecological fields. Using examples from published works in the ecological and environmental literature, the book explains the...

Financial Econometrics Using Stata

Simona Boffelli, Giovanni Urga
November 01, 2016

Financial Econometrics Using Stata is an essential reference for graduate students, researchers, and practitioners who use Stata to perform intermediate or advanced methods. After discussing the characteristics of financial time series, the authors provide introductions to ARMA models, univariate...

A User's Guide to Business Analytics

Ayanendranath Basu, Srabashi Basu
October 20, 2016

A User's Guide to Business Analytics provides a comprehensive discussion of statistical methods useful to the business analyst. Methods are developed from a fairly basic level to accommodate readers who have limited training in the theory of statistics. A substantial number of case studies and...

Sports Math: An Introductory Course in the Mathematics of Sports Science and Sports Analytics

Roland B. Minton
October 18, 2016

Can you really keep your eye on the ball? How is massive data collection changing sports? Sports science courses are growing in popularity. The author’s course at Roanoke College is a mix of physics, physiology, mathematics, and statistics. Many students of both genders find it exciting to think...

Conferences

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