Recurrence Quantification Analysis Theory And Best Practices

Download Recurrence Quantification Analysis Theory And Best Practices Book or Ebook File with PDF Epub Audio and Full format File with Free Account at yesterdays we have And Tiger, Tiger And Sky Vistas Astronomy for Binoculars and Richest-Field Telescopes And Every Nursery Needs a Garden A Step-by-step Guide to Creating and Using a Garden with Young Children

Recurrence Quantification Analysis Theory and Best Practices

Download Recurrence Quantification Analysis Book or Ebook File with PDF Epub Audio and Full format File

Author by : Charles L. Webber, Jr.
Languange Used : English, France, Spanish, Italia and chinese
Page : 421
Isbn : 3319071556
Identifier : 9783319071558
Release : 2014-07-31
Publisher by : Springer
Category : Science
Ads
Description : Read Now Recurrence Quantification Analysis by Charles L. Webber, Jr. and you can download with pub, pdf, txt, doc, and more file format with free account. 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.

Recurrence Plots and Their Quantifications: Expanding Horizons Proceedings of the 6th International Symposium on Recurrence Plots, Grenoble, France, 17-19 June 2015

Download Recurrence Plots And Their Quantifications Expanding Horizons Book or Ebook File with PDF Epub Audio and Full format File

Author by : Charles L. Webber, Jr.
Languange Used : English, France, Spanish, Italia and chinese
Page : 380
Isbn : 3319299220
Identifier : 9783319299228
Release : 2016-05-18
Publisher by : Springer
Category : Science
Ads
Description : Read Now Recurrence Plots And Their Quantifications Expanding Horizons by Charles L. Webber, Jr. and you can download with pub, pdf, txt, doc, and more file format with free account. the chapters in this book originate from the research work and contributions presented at the sixth international symposium on recurrence plots held in grenoble, france in june 2015. scientists from numerous disciplines gathered to exchange knowledge on recent applications and developments in recurrence plots and recurrence quantification analysis. this meeting was remarkable because of the obvious expansion of recurrence strategies (theory) and applications (practice) into ever-broadening fields of science. it discusses real-world systems from various fields, including mathematics, strange attractors, applied physics, physiology, medicine, environmental and earth sciences, as well as psychology and linguistics. even readers not actively researching any of these particular systems will benefit from discovering how other scientists are finding practical non-linear solutions to specific problems.the book is of interest to an interdisciplinary audience of recurrence plot users and researchers interested in time series analysis in particular, and in complex systems in general.

Data Science and Social Research Epistemology, Methods, Technology and Applications

Download Data Science And Social Research Book or Ebook File with PDF Epub Audio and Full format File

Author by : N. Carlo Lauro
Languange Used : English, France, Spanish, Italia and chinese
Page : 300
Isbn : 3319554778
Identifier : 9783319554778
Release : 2017-11-17
Publisher by : Springer
Category : Social Science
Ads
Description : Read Now Data Science And Social Research by N. Carlo Lauro and you can download with pub, pdf, txt, doc, and more file format with free account. this edited volume lays the groundwork for social data science, addressing epistemological issues, methods, technologies, software and applications of data science in the social sciences. it presents data science techniques for the collection, analysis and use of both online and offline new (big) data in social research and related applications. among others, the individual contributions cover topics like social media, learning analytics, clustering, statistical literacy, recurrence analysis and network analysis. data science is a multidisciplinary approach based mainly on the methods of statistics and computer science, and its aim is to develop appropriate methodologies for forecasting and decision-making in response to an increasingly complex reality often characterized by large amounts of data (big data) of various types (numeric, ordinal and nominal variables, symbolic data, texts, images, data streams, multi-way data, social networks etc.) and from diverse sources. this book presents selected papers from the international conference on data science & social research, held in naples, italy in february 2016, and will appeal to researchers in the social sciences working in academia as well as in statistical institutes and offices.

Nonlinear Time Series Analysis with R

Download Nonlinear Time Series Analysis With R Book or Ebook File with PDF Epub Audio and Full format File

Author by : Ray Huffaker
Languange Used : English, France, Spanish, Italia and chinese
Page : 312
Isbn : 0198782934
Identifier : 9780198782933
Release : 2017-07-27
Publisher by : Oxford University Press
Category : Mathematics
Ads
Description : Read Now Nonlinear Time Series Analysis With R by Ray Huffaker and you can download with pub, pdf, txt, doc, and more file format with free account. nonlinear time series analysis with r provides a practical guide to emerging empirical techniques allowing practitioners to diagnose whether highly fluctuating and random appearing data are most likely driven by random or deterministic dynamic forces. it joins the chorus of voices recommending 'getting to know your data' as an essential preliminary evidentiary step in modelling. time series are often highly fluctuating with a random appearance. observed volatility is commonly attributed to exogenous random shocks to stable real-world systems. however, breakthroughs in nonlinear dynamics raise another possibility: highly complex dynamics can emerge endogenously from astoundingly parsimonious deterministic nonlinear models. nonlinear time series analysis (nlts) is a collection of empirical tools designed to aid practitioners detect whether stochastic or deterministic dynamics most likely drive observed complexity. practitioners become 'data detectives' accumulating hard empirical evidence supporting their modelling approach. this book is targeted to professionals and graduate students in engineering and the biophysical and social sciences. its major objectives are to help non-mathematicians--with limited knowledge of nonlinear dynamics--to become operational in nlts; and in this way to pave the way for nlts to be adopted in the conventional empirical toolbox and core coursework of the targeted disciplines. consistent with modern trends in university instruction, the book makes readers active learners with hands-on computer experiments in r code directing them through nlts methods and helping them understand the underlying logic. the computer code is explained in detail so that readers can adjust it for use in their own work. the book also provides readers with an explicit framework--condensed from sound empirical practices recommended in the literature--that details a step-by-step procedure for applying nlts in real-world data diagnostics.

Motor Skills and Their Foundational Role for Perceptual, Social, and Cognitive Development

Download Motor Skills And Their Foundational Role For Perceptual Social And Cognitive Development Book or Ebook File with PDF Epub Audio and Full format File

Author by : Klaus Libertus
Languange Used : English, France, Spanish, Italia and chinese
Page : 233
Isbn : 2889451593
Identifier : 9782889451593
Release : 2017-05-18
Publisher by : Frontiers Media SA
Category :
Ads
Description : Read Now Motor Skills And Their Foundational Role For Perceptual Social And Cognitive Development by Klaus Libertus and you can download with pub, pdf, txt, doc, and more file format with free account. motor skills are a vital part of healthy development and are featured prominently both in physical examinations and in parents’ baby diaries. it has been known for a long time that motor development is critical for children’s understanding of the physical and social world. learning occurs through dynamic interactions and exchanges with the physical and the social world, and consequently movements of eyes and head, arms and legs, and the entire body are a critical during learning. at birth, we start with relatively poorly developed motor skills but soon gain eye and head control, learn to reach, grasp, sit, and eventually to crawl and walk on our own. the opportunities arising from each of these motor milestones are profound and open new and exciting possibilities for exploration and interactions, and learning. consequently, several theoretical accounts of child development suggest that growth in cognitive, social, and perceptual domains are influences by infants’ own motor experiences. recently, empirical studies have started to unravel the direct impact that motor skills may have other domains of development. this volume is part of this renewed interest and includes reviews of previous findings and recent empirical evidence for associations between the motor domain and other domains from leading researchers in the field of child development. we hope that these articles will stimulate further research on this interesting question.

Analysis of Observed Chaotic Data

Download Analysis Of Observed Chaotic Data Book or Ebook File with PDF Epub Audio and Full format File

Author by : Henry Abarbanel
Languange Used : English, France, Spanish, Italia and chinese
Page : 272
Isbn : 1461207630
Identifier : 9781461207634
Release : 2012-12-06
Publisher by : Springer Science & Business Media
Category : Science
Ads
Description : Read Now Analysis Of Observed Chaotic Data by Henry Abarbanel and you can download with pub, pdf, txt, doc, and more file format with free account. a clear and systematic treatment of time series of data, regular and chaotic, found in nonlinear systems. the text leads readers from measurements of one or more variables through the steps of building models of the source as a dynamical system, classifying the source by its dynamical characteristics, and finally predicting and controlling the dynamical system. it examines methods for separating the signal of physical interest from contamination by unwanted noise, and for investigating the phase space of the chaotic signal and its properties. the emphasis throughout is on the use of modern mathematical tools for investigating chaotic behaviour to uncover properties of physical systems, requiring knowledge of dynamical systems at the advanced undergraduate level and some knowledge of fourier transforms and other signal processing methods.

Sequential Analysis and Observational Methods for the Behavioral Sciences

Download Sequential Analysis And Observational Methods For The Behavioral Sciences Book or Ebook File with PDF Epub Audio and Full format File

Author by : Roger Bakeman
Languange Used : English, France, Spanish, Italia and chinese
Page : 233
Isbn : 1139504606
Identifier : 9781139504607
Release : 2011-10-10
Publisher by : Cambridge University Press
Category : Psychology
Ads
Description : Read Now Sequential Analysis And Observational Methods For The Behavioral Sciences by Roger Bakeman and you can download with pub, pdf, txt, doc, and more file format with free account. behavioral scientists – including those in psychology, infant and child development, education, animal behavior, marketing and usability studies – use many methods to measure behavior. systematic observation is used to study relatively natural, spontaneous behavior as it unfolds sequentially in time. this book emphasizes digital means to record and code such behavior; while observational methods do not require them, they work better with them. key topics include devising coding schemes, training observers and assessing reliability, as well as recording, representing and analyzing observational data. in clear and straightforward language, this book provides a thorough grounding in observational methods along with considerable practical advice. it describes standard conventions for sequential data and details how to perform sequential analysis with a computer program developed by the authors. the book is rich with examples of coding schemes and different approaches to sequential analysis, including both statistical and graphical means.

Extremes and Recurrence in Dynamical Systems

Download Extremes And Recurrence In Dynamical Systems Book or Ebook File with PDF Epub Audio and Full format File

Author by : Valerio Lucarini
Languange Used : English, France, Spanish, Italia and chinese
Page : 312
Isbn : 1118632192
Identifier : 9781118632192
Release : 2016-04-25
Publisher by : John Wiley & Sons
Category : Mathematics
Ads
Description : Read Now Extremes And Recurrence In Dynamical Systems by Valerio Lucarini and you can download with pub, pdf, txt, doc, and more file format with free account. written by a team of international experts, extremes and recurrence in dynamical systems presents a unique point of view on the mathematical theory of extremes and on its applications in the natural and social sciences. featuring an interdisciplinary approach to new concepts in pure and applied mathematical research, the book skillfully combines the areas of statistical mechanics, probability theory, measure theory, dynamical systems, statistical inference, geophysics, and software application. emphasizing the statistical mechanical point of view, the book introduces robust theoretical embedding for the application of extreme value theory in dynamical systems. extremes and recurrence in dynamical systems also features: • a careful examination of how a dynamical system can serve as a generator of stochastic processes • discussions on the applications of statistical inference in the theoretical and heuristic use of extremes • several examples of analysis of extremes in a physical and geophysical context • a final summary of the main results presented along with a guide to future research projects • an appendix with software in matlab® programming language to help readers to develop further understanding of the presented concepts extremes and recurrence in dynamical systems is ideal for academics and practitioners in pure and applied mathematics, probability theory, statistics, chaos, theoretical and applied dynamical systems, statistical mechanics, geophysical fluid dynamics, geosciences and complexity science. valerio lucarini, phd, is professor of theoretical meteorology at the university of hamburg, germany and professor of statistical mechanics at the university of reading, uk. davide faranda, phd, is researcher at the laboratoire des science du climat et de l’environnement, ipsl, cea saclay, université paris-saclay, gif-sur-yvette, france. ana cristina gomes monteiro moreira de freitas, phd, is assistant professor in the faculty of economics at the university of porto, portugal. jorge miguel milhazes de freitas, phd, is assistant professor in the department of mathematics of the faculty of sciences at the university of porto, portugal. mark holland, phd, is senior lecturer in applied mathematics in the college of engineering, mathematics and physical sciences at the university of exeter, uk. tobias kuna, phd, is associate professor in the department of mathematics and statistics at the university of reading, uk. matthew nicol, phd, is professor of mathematics at the university of houston, usa. mike todd, phd, is lecturer in the school of mathematics and statistics at the university of st. andrews, scotland. sandro vaienti, phd, is professor of mathematics at the university of toulon and researcher at the centre de physique théorique, france.

Growth Curve Analysis and Visualization Using R

Download Growth Curve Analysis And Visualization Using R Book or Ebook File with PDF Epub Audio and Full format File

Author by : Daniel Mirman
Languange Used : English, France, Spanish, Italia and chinese
Page : 188
Isbn : 1466584335
Identifier : 9781466584334
Release : 2016-04-19
Publisher by : CRC Press
Category : Mathematics
Ads
Description : Read Now Growth Curve Analysis And Visualization Using R by Daniel Mirman and you can download with pub, pdf, txt, doc, and more file format with free account. learn how to use growth curve analysis with your time course data an increasingly prominent statistical tool in the behavioral sciences, multilevel regression offers a statistical framework for analyzing longitudinal or time course data. it also provides a way to quantify and analyze individual differences, such as developmental and neuropsychological, in the context of a model of the overall group effects. to harness the practical aspects of this useful tool, behavioral science researchers need a concise, accessible resource that explains how to implement these analysis methods. growth curve analysis and visualization using r provides a practical, easy-to-understand guide to carrying out multilevel regression/growth curve analysis (gca) of time course or longitudinal data in the behavioral sciences, particularly cognitive science, cognitive neuroscience, and psychology. with a minimum of statistical theory and technical jargon, the author focuses on the concrete issue of applying gca to behavioral science data and individual differences. the book begins with discussing problems encountered when analyzing time course data, how to visualize time course data using the ggplot2 package, and how to format data for gca and plotting. it then presents a conceptual overview of gca and the core analysis syntax using the lme4 package and demonstrates how to plot model fits. the book describes how to deal with change over time that is not linear, how to structure random effects, how gca and regression use categorical predictors, and how to conduct multiple simultaneous comparisons among different levels of a factor. it also compares the advantages and disadvantages of approaches to implementing logistic and quasi-logistic gca and discusses how to use gca to analyze individual differences as both fixed and random effects. the final chapter presents the code for all of the key examples along with samples demonstrating how to report gca results. throughout the book, r code illustrates how to implement the analyses and generate the graphs. each chapter ends with exercises to test your understanding. the example datasets, code for solutions to the exercises, and supplemental code and examples are available on the author’s website.

Translational Recurrences From Mathematical Theory to Real-World Applications

Download Translational Recurrences Book or Ebook File with PDF Epub Audio and Full format File

Author by : Norbert Marwan
Languange Used : English, France, Spanish, Italia and chinese
Page : 230
Isbn : 3319095315
Identifier : 9783319095318
Release : 2014-08-27
Publisher by : Springer
Category : Computers
Ads
Description : Read Now Translational Recurrences by Norbert Marwan and you can download with pub, pdf, txt, doc, and more file format with free account. this book features 13 papers presented at the fifth international symposium on recurrence plots, held august 2013 in chicago, il. it examines recent applications and developments in recurrence plots and recurrence quantification analysis (rqa) with special emphasis on biological and cognitive systems and the analysis of coupled systems using cross-recurrence methods. readers will discover new applications and insights into a range of systems provided by recurrence plot analysis and new theoretical and mathematical developments in recurrence plots. recurrence plot based analysis is a powerful tool that operates on real-world complex systems that are nonlinear, non-stationary, noisy, of any statistical distribution, free of any particular model type and not particularly long. quantitative analyses promote the detection of system state changes, synchronized dynamical regimes or classification of system states. the book will be of interest to an interdisciplinary audience of recurrence plot users and researchers interested in time series analysis of complex systems in general.

Comparative Quantification of Health Risks: Sexual and reproductive health

Download Comparative Quantification Of Health Risks Sexual And Reproductive Health Book or Ebook File with PDF Epub Audio and Full format File

Author by : Majid Ezzati
Languange Used : English, France, Spanish, Italia and chinese
Page : 2248
Isbn : 9241580313
Identifier : 9789241580311
Release : 2004
Publisher by : World Health Organization
Category : Medical
Ads
Description : Read Now Comparative Quantification Of Health Risks Sexual And Reproductive Health by Majid Ezzati and you can download with pub, pdf, txt, doc, and more file format with free account. during the last quarter of the twentieth century, a number of works have addressed both the methodological and empirical aspects of population-wide impacts of major causes of diseases. this gradual establishment of risk assessment, or risk quantification, has been driven partly by the academic curiosity of individual researchers and partly by the demands of regulatory agencies and public policy for better quantitative evidence on the health implications of certain risk exposures. these efforts nonetheless have generally been within the disciplinary and methodological traditions of individual risk factors and in a limited number of settings. as a result, the criteria for evaluating scientific evidence have varied greatly across risk factors resulting in lack of comparability across risk factors. this book provides a comprehensive assessment of the scientific evidence on prevalence and hazards, and the resulting health effects, of a range of exposures that are known to be hazardous to human health, including childhood and maternal undernutrition, nutritional and physiological risk factors for adult health, addictive substances, sexual and reproductive health, and risks in the physical environments of households and communities, as well as among workers. this book is the culmination of over 3 years of scientific enquiry and data collection, collectively known as the comparative risk assessment (cra) project, involving over 100 scientists, applying a common analytical framework and methods to ensure greater consistency and comparability in using and evaluating scientific evidence across risks. as a result, our understanding of the comparative extent of disease burden caused by various exposures worldwide has advanced, and key areas of scientific enquiry to better inform policy needs to reduce risks have been elucidated. as public health researchers and practitioners evaluate policy alternatives for improving population health, this book not only demonstrates the enormous potential for disease prevention but also provides a fundamental reference for the scientific evidence on some of the most important global risks to health.volumes 1 and 2 are hardbound; volume 3 is a cd-rom.

Touring Cultures Transformations of Travel and Theory

Download Touring Cultures Book or Ebook File with PDF Epub Audio and Full format File

Author by : Chris Rojek
Languange Used : English, France, Spanish, Italia and chinese
Page : 224
Isbn : 1134833733
Identifier : 9781134833733
Release : 2002-09-11
Publisher by : Routledge
Category : Social Science
Ads
Description : Read Now Touring Cultures by Chris Rojek and you can download with pub, pdf, txt, doc, and more file format with free account. it is becoming ever clearer that while people tour cultures, cultures and objects themselves are in a constant state of migration. this collection brings together some of the most influential writers in the field to examine the complex connections between tourism and cultural change and the relevance of tourist experience to current theoretical debates on space, time and identity.