Recurrence Based Analyses
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Recurrence Based Analyses
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Author : Sebastian Wallot
language : en
Publisher: SAGE Publications
Release Date : 2024-12-24
Recurrence Based Analyses written by Sebastian Wallot and has been published by SAGE Publications this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-12-24 with Social Science categories.
This book introduces techniques developed in physics and physiology for characterizing and analyzing patterns in time series data to a broad audience of social scientists. In contrast to time-series regression and related techniques, recurrence quantification analysis (RQA) has its background in chaos and nonlinear dynamical systems—theory arguably very relevant to social processes. The goal of Recurrence-Based Analyses is to introduce readers to these techniques that can characterize a system’s complexity, stability and instability, and conditions under which it transitions from one state to another. The authors illustrate concepts and techniques with relevant social science examples at different temporal scales: biweekly polling data on federal elections in Germany; daily values of three stock market indices; daily cases of SarsCov-19 in four countries during the pandemic; and second-by-second vocalizations of mothers and infants interacting recorded by motion cameras. This introduction to RQA serves as a useful supplement to undergraduate and graduate courses in computational social science, and also by researchers who seek new tools to address social scientific questions in new ways.
Recurrence Quantification Analysis
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Author : Charles L. Webber, Jr.
language : en
Publisher: Springer
Release Date : 2014-07-31
Recurrence Quantification Analysis written by Charles L. Webber, Jr. and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2014-07-31 with Science categories.
The analysis of recurrences in dynamical systems by using recurrence plots and their quantification is still an emerging field. Over the past decades recurrence plots have proven to be valuable data visualization and analysis tools in the theoretical study of complex, time-varying dynamical systems as well as in various applications in biology, neuroscience, kinesiology, psychology, physiology, engineering, physics, geosciences, linguistics, finance, economics, and other disciplines. This multi-authored book intends to comprehensively introduce and showcase recent advances as well as established best practices concerning both theoretical and practical aspects of recurrence plot based analysis. Edited and authored by leading researcher in the field, the various chapters address an interdisciplinary readership, ranging from theoretical physicists to application-oriented scientists in all data-providing disciplines.
Recurrent Events Data Analysis For Product Repairs Disease Recurrences And Other Applications
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Author : Wayne B. Nelson
language : en
Publisher: SIAM
Release Date : 2003-01-01
Recurrent Events Data Analysis For Product Repairs Disease Recurrences And Other Applications written by Wayne B. Nelson and has been published by SIAM this book supported file pdf, txt, epub, kindle and other format this book has been release on 2003-01-01 with Technology & Engineering categories.
Survival data consist of a single event for each population unit, namely, end of life, which is modeled with a life distribution. However, many applications involve repeated-events data, where a unit may accumulate numerous events over time. This applied book provides practitioners with basic nonparametric methods for such data.
The Statistical Analysis Of Recurrent Events
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Author : Richard J. Cook
language : en
Publisher: Springer Science & Business Media
Release Date : 2007-08-02
The Statistical Analysis Of Recurrent Events written by Richard J. Cook and has been published by Springer Science & Business Media this book supported file pdf, txt, epub, kindle and other format this book has been release on 2007-08-02 with Medical categories.
This book presents models and statistical methods for the analysis of recurrent event data. The authors provide broad, detailed coverage of the major approaches to analysis, while emphasizing the modeling assumptions that they are based on. More general intensity-based models are also considered, as well as simpler models that focus on rate or mean functions. Parametric, nonparametric and semiparametric methodologies are all covered, with procedures for estimation, testing and model checking.
Eye Tracking And Visualization
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Author : Michael Burch
language : en
Publisher: Springer
Release Date : 2017-01-20
Eye Tracking And Visualization written by Michael Burch and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2017-01-20 with Mathematics categories.
This book discusses research, methods, and recent developments in the interdisciplinary field that spans research in visualization, eye tracking, human-computer interaction, and psychology. It presents extended versions of papers from the First Workshop on Eye Tracking and Visualization (ETVIS), which was organized as a workshop of the IEEE VIS Conference 2015. Topics include visualization and visual analytics of eye-tracking data, metrics and cognitive models, eye-tracking experiments in the context of visualization interfaces, and eye tracking in 3D and immersive environments. The extended ETVIS papers are complemented by a chapter offering an overview of visualization approaches for analyzing eye-tracking data and a chapter that discusses electrooculography (EOG) as an alternative of acquiring information about eye movements. Covering scientific visualization, information visualization, and visual analytics, this book is a valuable resource for eye-tracking researchers within the visualization community.
Proceedings Of The 6th National Symposium On Rotor Dynamics
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Author : J. S. Rao
language : en
Publisher: Springer Nature
Release Date : 2020-10-13
Proceedings Of The 6th National Symposium On Rotor Dynamics written by J. S. Rao and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2020-10-13 with Technology & Engineering categories.
This book presents select papers presented during the 6th National Symposium on Rotor Dynamics, held at CSIR-NAL, Bangalore, and focuses on the latest trends in rotor dynamics and various challenges encountered in the design of rotating machinery. The book is of interest to researchers from mechanical, aerospace, tribology and power industries, engineering service providers and academics.
Prove It Evidence Based Analysis Of Common Spine Practice
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Author : Christopher M. Bono
language : en
Publisher: Lippincott Williams & Wilkins
Release Date : 2010
Prove It Evidence Based Analysis Of Common Spine Practice written by Christopher M. Bono and has been published by Lippincott Williams & Wilkins this book supported file pdf, txt, epub, kindle and other format this book has been release on 2010 with Medical categories.
"Prove It! Evidence-Based Analysis of Common Spine Practice offers spine surgeons detailed guidance in using the principles of evidence-based medicine in treatment decisions. The book presents a unique collection of 31 case studies in which noted expertsreview a patient's signs and symptoms and relevant images to determine the best-fitting diagnosis and then to develop a treatment plan based on the best available published evidence. The case-based approach allows the reader to see how evidence-based medicine can be directly and practically applied to the care of patients with a variety of disorders"--Provided by publisher.
The Role Of Sex In Cardiac Arrhythmias And Sudden Cardiac Death
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Author : Katherine C. Wu
language : en
Publisher: Frontiers Media SA
Release Date : 2023-03-31
The Role Of Sex In Cardiac Arrhythmias And Sudden Cardiac Death written by Katherine C. Wu and has been published by Frontiers Media SA this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023-03-31 with Medical categories.
Machine Learning Based Methods For Rna Data Analysis Volume Ii
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Author : Lihong Peng
language : en
Publisher: Frontiers Media SA
Release Date : 2023-01-02
Machine Learning Based Methods For Rna Data Analysis Volume Ii written by Lihong Peng and has been published by Frontiers Media SA this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023-01-02 with Science categories.
Tools And Methods Of Program Analysis
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Author : Anna Kalenkova
language : en
Publisher: Springer Nature
Release Date : 2021-03-16
Tools And Methods Of Program Analysis written by Anna Kalenkova and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2021-03-16 with Computers categories.
This book constitutes the refereed proceedings of the 5th International Conference on Tools and Methods for Program Analysis, TMPA 2019, held in Tbilisi, Georgia, in November 2019. The 14 revised full papers and 2 revised short papers presented together with one keynote paper were carefully reviewed and selected from 41 submissions. The papers deal with topics such as software test automation, static program analysis, verification, dynamic methods of program analysis, testing and analysis of parallel and distributed systems, testing and analysis of high-load and high-availability systems, analysis and verification of hardware and software systems, methods of building quality software, tools for software analysis, testing and verification.