Statistics

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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...

Statistics in Engineering: With Examples in MATLAB® and R, Second Edition

2nd Edition

Andrew Metcalfe, David Green, Tony Greenfield, Mayhayaudin Mansor, Andrew Smith, Jonathan Tuke
January 29, 2019

Engineers are expected to design structures and machines that can operate in challenging and volatile environments, while allowing for variation in materials and noise in measurements and signals. Statistics in Engineering, Second Edition: With Examples in MATLAB and R covers the fundamentals of...

Bayesian Cost-Effectiveness Analysis of Medical Treatments

1st Edition

Elias Moreno, Francisco Jose Vazquez-Polo, Miguel Angel Negrín-Hernández
January 29, 2019

Cost-effectiveness analysis is becoming an increasingly important tool for decision making in the health systems. Cost-Effectiveness of Medical Treatments formulates the cost-effectiveness analysis as a statistical decision problem, identifies the sources of uncertainty of the problem, and gives an...

A Computational Approach to Statistical Learning

1st Edition

Taylor Arnold, Michael Kane, Bryan W. Lewis
January 29, 2019

A Computational Approach to Statistical Learning gives a novel introduction to predictive modeling by focusing on the algorithmic and numeric motivations behind popular statistical methods. The text contains annotated code to over 80 original reference functions. These functions provide minimal...

Statistical Methods in Psychiatry Research and SPSS

2nd Edition

M. Venkataswamy Reddy
January 23, 2019

This volume, Statistical Methods in Psychiatry Research and SPSS, now going into its second edition, has been helping psychiatrists expand their knowledge of statistical methods and fills the gaps in their applications as well as introduces data analysis software. It addresses the statistical needs...

Assessing the Accuracy of Remotely Sensed Data: Principles and Practices, Third Edition

3rd Edition

Russell G. Congalton, Kass Green
January 21, 2019

The past 10 years have brought amazing changes to the technologies used to turn remotely sensed data into maps. As a result, the principles and practices necessary for assessing the accuracy of those maps have also evolved and matured. This third edition of Assessing the Accuracy of Remotely Sensed...

Theory of Sampling and Sampling Practice, Third Edition

3rd Edition

Francis F. Pitard
January 21, 2019

A step-by-step guide for anyone challenged by the many subtleties of sampling particulate materials. The only comprehensive document merging the famous works of P. Gy, I. Visman, and C.O. Ingamells into a single theory in a logical way - the most advanced book on sampling that can be used by...

Conferences

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