Statistics

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Combinatorial Inference in Geometric Data Analysis

1st Edition

Brigitte Le Roux, Solène Bienaise, Jean-Luc Durand
February 22, 2019

Geometric Data Analysis designates the approach of Multivariate Statistics that conceptualizes the set of observations as a Euclidean cloud of points. Combinatorial Inference in Geometric Data Analysis gives an overview of multidimensional statistical inference methods applicable to clouds of...

Spatio-Temporal Statistics with R

1st Edition

Christopher K. Wikle, Andrew Zammit-Mangion, Noel Cressie
February 18, 2019

The world is becoming increasingly complex, with larger quantities of data available to be analyzed. It so happens that much of these "big data" that are available are spatio-temporal in nature, meaning that they can be indexed by their spatial locations and time stamps. Spatio-Temporal Statistics...

Entrepreneurial Complexity: Methods and Applications

1st Edition

Matthias Dehmer, Frank Emmert-Streib, Herbert Jodlbauer
February 18, 2019

Entrepreneurial Complexity: Methods and Applications deals with theoretical and practical results of Entrepreneurial Sciences and Management (ESM), emphasising qualitative and quantitative methods. ESM has been a modern and exciting research field in which methods from various disciplines have been...

Statistics and Health Care Fraud: How to Save Billions

1st Edition

Tahir Ekin
February 13, 2019

Statistics and Health Care Fraud: How to Save Billions helps the public to become more informed citizens through discussions of real world health care examples and fraud assessment applications. The author presents statistical and analytical methods used in health care fraud audits without...

Handbook of Environmental and Ecological Statistics

1st Edition

Alan E. Gelfand, Montserrat Fuentes, Jennifer A. Hoeting, Richard Lyttleton Smith
February 11, 2019

This handbook focuses on the enormous literature applying statistical methodology and modelling to environmental and ecological processes. The 21st century statistics community has become increasingly interdisciplinary, bringing a large collection of modern tools to all areas of application in...

Introduction to Probability, Second Edition

2nd Edition

Joseph K. Blitzstein, Jessica Hwang
February 08, 2019

Developed from celebrated Harvard statistics lectures, Introduction to Probability provides essential language and tools for understanding statistics, randomness, and uncertainty. The book explores a wide variety of applications and examples, ranging from coincidences and paradoxes to Google...

Measure and Probability

1st Edition

Siva Athreya, V. S. Sunder
February 07, 2019

This book covers the fundamentals of measure theory and probability theory. It begins with the construction of Lebesgue measure via Caratheodory’s outer measure approach and goes on to discuss integration and standard convergence theorems and contains an entire chapter devoted to complex measures,...

Handbook of Item Response Theory: Volume 1: Models

1st Edition

Wim J. van der Linden
February 07, 2019

Drawing on the work of internationally acclaimed experts in the field, Handbook of Item Response Theory, Volume One: Models presents all major item response models. This first volume in a three-volume set covers many model developments that have occurred in item response theory (IRT) during the...

Statistical Methods for Materials Science: The Data Science of Microstructure Characterization

1st Edition

Jeffrey P. Simmons, Lawrence F. Drummy, Charles A. Bouman, Marc De Graef
February 06, 2019

Data analytics has become an integral part of materials science. This book provides the practical tools and fundamentals needed for researchers in materials science to understand how to analyze large datasets using statistical methods, especially inverse methods applied to microstructure...

Research Methodology: A Practical and Scientific Approach

1st Edition

Vinayak Bairagi, Mousami V. Munot
February 04, 2019

This book offers a design research methodology intended to improve the quality of design research- its academic credibility, industrial significance and societal contribution by enabling more thorough, efficient and effective procedures....

Invitation to Protein Sequence Analysis Through Probability and Information

1st Edition

Daniel J. Graham
February 04, 2019

This book explores the remarkable information correspondences and probability structures of proteins. Correspondences are pervasive in biochemistry and bioinformatics: proteins share homologies, folding patterns, and mechanisms. Probability structures are just as paramount: folded state graphics...

Handbook of Item Response Theory: Volume 3: Applications

1st Edition

Wim J. van der Linden
February 04, 2019

Drawing on the work of internationally acclaimed experts in the field, Handbook of Item Response Theory, Volume 3: Applications presents applications of item response theory to practical testing problems. While item response theory may be known primarily for its advances in theoretical modeling of...

Conferences

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