Recurrence Quantification Analysis Theory And Best Practices

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Recurrence Quantification Analysis Theory and Best Practices

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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
Total Download : 9394492
Total Read : 4714238
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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

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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
Total Download : 729010
Total Read : 8285743
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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

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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
Total Download : 4687598
Total Read : 6884565
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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

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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
Total Download : 8861103
Total Read : 6754838
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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

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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 :
Total Download : 9622513
Total Read : 9348304
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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

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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
Total Download : 7321462
Total Read : 9812183
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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

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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
Total Download : 8959602
Total Read : 8323577
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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.

Growth Curve Analysis and Visualization Using R

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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
Total Download : 5404911
Total Read : 7995285
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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.

Kinetics and Spectroscopy of Low Temperature Plasmas

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Author by : Jorge Loureiro
Languange Used : English, France, Spanish, Italia and chinese
Page : 450
Isbn : 3319092537
Identifier : 9783319092539
Release : 2016-06-22
Publisher by : Springer
Category : Science
Total Download : 7293560
Total Read : 616541
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Description : Read Now Kinetics And Spectroscopy Of Low Temperature Plasmas by Jorge Loureiro and you can download with pub, pdf, txt, doc, and more file format with free account. this is a comprehensive textbook designed for graduate and advanced undergraduate students. both authors rely on more than 20 years of teaching experience in renowned physics engineering courses to write this book addressing the students’ needs. kinetics and spectroscopy of low temperature plasmas derives in a full self-consistent way the electron kinetic theory used to describe low temperature plasmas created in the laboratory with an electrical discharge, and presents the main optical spectroscopic diagnostics used to characterize such plasmas. the chapters with the theoretical contents make use of a deductive approach in which the electron kinetic theory applied to plasmas with basis on the electron boltzmann equation is derived from the basic concepts of statistical and plasma physics. on the other hand, the main optical spectroscopy diagnostics used to characterize experimentally such plasmas are presented and justified from the point of view of the atomic and molecular physics. low temperature plasmas (ltp) are partially ionized gases with a broad use in many technological applications such as microelectronics, light sources, lasers, biology and medicine. ltps lead to the production of atomic and molecular excited states, chemically reactive radicals, and activated surface sites, which are in the origin, among others, of the deposition of thin films, advanced nanotechnology products, solar cells, highly efficient combustion motors, and treatment of cancer cells.

Extremes and Recurrence in Dynamical Systems

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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
Total Download : 7312453
Total Read : 1765822
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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.

Educational Interventions for Refugee Children Theoretical Perspectives and Implementing Best Practice

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Author by : Richard J. Hamilton
Languange Used : English, France, Spanish, Italia and chinese
Page : 144
Isbn : 9780415308243
Identifier : 0415308240
Release : 2004
Publisher by : Psychology Press
Category : Education
Total Download : 6535167
Total Read : 4979534
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Description : Read Now Educational Interventions For Refugee Children by Richard J. Hamilton and you can download with pub, pdf, txt, doc, and more file format with free account. how can schools best prepare themselves to successfully educate refugee children? by focusing on the education of refugee children, this book takes a rare look at a subject of increasing significance in current educational spheres. highlighting the many difficulties facing refugee children, the editors draw upon a wealth of international experience and resources to present a broad, informative and sensitive text. educational interventions for refugee children identifies school-based interventions, whilst suggesting methods and measures with which to assess the efficacy of such programmes. it also develops a useful model that provides a standard for assessing refugee experience, offering diagnostic indicators for: * evaluating support services for refugee children * future avenues of research * practical implications of creating supportive educational environments for refugee children the need to identify and prepare for the education of refugee children is an international issue, and this is reflected in the broad outlook and appeal of this book. the editors have developed an overall model of refugee experience, integrating psychological, cultural and educational perspectives, which researchers, practitioners and policy makers in education will find invaluable.

Approaches and Methodologies in the Social Sciences A Pluralist Perspective

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Author by : Donatella Della Porta
Languange Used : English, France, Spanish, Italia and chinese
Page : 233
Isbn : 1139474596
Identifier : 9781139474597
Release : 2008-08-28
Publisher by : Cambridge University Press
Category : Political Science
Total Download : 8695058
Total Read : 9804610
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Description : Read Now Approaches And Methodologies In The Social Sciences by Donatella Della Porta and you can download with pub, pdf, txt, doc, and more file format with free account. a revolutionary textbook introducing masters and doctoral students to the major research approaches and methodologies in the social sciences. written by an outstanding set of scholars, and derived from successful course teaching, this volume will empower students to choose their own approach to research, to justify this approach, and to situate it within the discipline. it addresses questions of ontology, epistemology and philosophy of social science, and proceeds to issues of methodology and research design essential for producing a good research proposal. it also introduces researchers to the main issues of debate and contention in the methodology of social sciences, identifying commonalities, historic continuities and genuine differences.