[PDF] Exploratory Data Analysis Using Fisher Information eBook

Author : Roy Frieden
Publisher : Springer Science & Business Media
Page : 375 pages
File Size : 47,28 MB
Release : 2010-05-27
Category : Computers
ISBN : 1846287774

GET BOOK

This book uses a mathematical approach to deriving the laws of science and technology, based upon the concept of Fisher information. The approach that follows from these ideas is called the principle of Extreme Physical Information (EPI). The authors show how to use EPI to determine the theoretical input/output laws of unknown systems. Will benefit readers whose math skill is at the level of an undergraduate science or engineering degree.

Author : Frank Emmert-Streib
Publisher : Springer Science & Business Media
Page : 443 pages
File Size : 32,72 MB
Release : 2009
Category : Computers
ISBN : 0387848150

GET BOOK

This interdisciplinary text offers theoretical and practical results of information theoretic methods used in statistical learning. It presents a comprehensive overview of the many different methods that have been developed in numerous contexts.

Author :
Publisher : Elsevier
Page : 250 pages
File Size : 30,23 MB
Release : 2021-09-26
Category : Mathematics
ISBN : 0323855687

GET BOOK

The subject of information geometry blends several areas of statistics, computer science, physics, and mathematics. The subject evolved from the groundbreaking article published by legendary statistician C.R. Rao in 1945. His works led to the creation of Cramer-Rao bounds, Rao distance, and Rao-Blackawellization. Fisher-Rao metrics and Rao distances play a very important role in geodesics, econometric analysis to modern-day business analytics. The chapters of the book are written by experts in the field who have been promoting the field of information geometry and its applications. Written by experts for users of information geometry Basics to advanced readers are equally taken care Origins and Clarity on Foundations

Author : Manfred Schwaiger
Publisher : Springer Science & Business Media
Page : 547 pages
File Size : 39,30 MB
Release : 2012-12-06
Category : Computers
ISBN : 364255721X

GET BOOK

This volume presents a selection of new methods and approaches in the field of Exploratory Data Analysis. The reader will find numerous ideas and examples for cross disciplinary applications of classification and data analysis methods in fields such as data and web mining, medicine and biological sciences as well as marketing, finance and management sciences.

Author : Emmanuel Haven
Publisher : Springer
Page : 377 pages
File Size : 10,63 MB
Release : 2017-02-06
Category : Business & Economics
ISBN : 1137492767

GET BOOK

It is not intuitive to accept that there exists a link between quantum physical systems and cognitive systems. However, recent research has shown that cognitive systems and collective (social) systems, including biology, exhibit uncertainty which can be successfully modelled with quantum probability. The use of such probability allows for the modelling of situations which typically violate the laws of classical probability. The Palgrave Handbook of Quantum Models in Social Science is is a unique volume that brings together contributions from leading experts on key topics in this new and emerging field. Completely self-contained, it begins with an introductory section which gathers all the fundamental notions required to be able to understand later chapters. The handbook then moves on to address some of the latest research and applications for quantum methods in social science disciplines, including economics, politics and psychology. It begins with the issue of how the quantum mechanical framework can be applied to economics. Chapters devoted to this topic range from how Fisher information can be argued to play a role in economics, to the foundations and application of quantum game theory. The handbook then progresses in considering how belief states can be updated with the theory of quantum measurements (and also with more general methods). The practical use of the Hilbert space (and Fock space) in decision theory is then introduced, and open quantum systems are also considered. The handbook also treats a model of neural oscillators that reproduces some of the features of quantum cognition. Other contributions delve into causal reasoning using quantum Bayes nets and the role of quantum probability in modelling so called affective evaluation. The handbook is rounded off with two chapters which discuss the grand challenges which lie ahead of us. How can the quantum formalism be justified in social science and is the traditional quantum formalism too restrictive? Finally, a question is posed: whether there is a necessary role for quantum mathematical models to go beyond physics. This book will bring the latest and most cutting edge research on quantum theory to social science disciplines. Students and researchers across the discipline, as well as those in the fields of physics and mathematics will welcome this important addition to the literature.

Author : Geert Verdoolaege
Publisher : MDPI
Page : 355 pages
File Size : 15,61 MB
Release : 2019-04-04
Category : Juvenile Nonfiction
ISBN : 3038976326

GET BOOK

This Special Issue of the journal Entropy, titled “Information Geometry I”, contains a collection of 17 papers concerning the foundations and applications of information geometry. Based on a geometrical interpretation of probability, information geometry has become a rich mathematical field employing the methods of differential geometry. It has numerous applications to data science, physics, and neuroscience. Presenting original research, yet written in an accessible, tutorial style, this collection of papers will be useful for scientists who are new to the field, while providing an excellent reference for the more experienced researcher. Several papers are written by authorities in the field, and topics cover the foundations of information geometry, as well as applications to statistics, Bayesian inference, machine learning, complex systems, physics, and neuroscience.

Author : B. Roy Frieden
Publisher : Cambridge University Press
Page : 516 pages
File Size : 23,36 MB
Release : 2004-06-10
Category : Mathematics
ISBN : 9780521009119

GET BOOK

A new edition of the hugely successful 'Physics from Fisher Information'.

Author : Jiří Jaromír Klemeš
Publisher : Butterworth-Heinemann
Page : 608 pages
File Size : 47,70 MB
Release : 2015-01-20
Category : Technology & Engineering
ISBN : 0128022337

GET BOOK

Assessing and Measuring Environmental Impact and Sustainability answers the question “what are the available methodologies to assess the environmental sustainability of a product, system or process?” Multiple well-known authors share their expertise in order to give a broad perspective of this issue from a chemical and environmental engineering perspective. This mathematical, quantitative book includes many case studies to assist with the practical application of environmental and sustainability methods. Readers learn how to efficiently assess and use these methods. This book summarizes all relevant environmental methodologies to assess the sustainability of a product and tools, in order to develop more green products or processes. With life cycle assessment as its main methodology, this book speaks to engineers interested in environmental impact and sustainability. Helps engineers to assess, evaluate, and measure sustainability in industry Provides workable approaches to environmental and sustainability assessment Readers learn tools to assess the sustainability of a process or product and to design it in an environmentally friendly way

Author : Maurice Yolles
Publisher : Cambridge University Press
Page : 729 pages
File Size : 32,27 MB
Release : 2021-07-29
Category : Psychology
ISBN : 1108833322

GET BOOK

This book presents a new agency paradigm that can resolve complex socio-political situations in cross-cultural environments.

Author : Ehtibar Dzhafarov
Publisher : World Scientific
Page : 479 pages
File Size : 12,3 MB
Release : 2015-11-30
Category : Science
ISBN : 9814730610

GET BOOK

"The book explores the variety of meanings of contextuality across different disciplines, with the emphasis on quantum physics and on psychology."--