Continuous Time Modeling In The Behavioral And Related Sciences

Continuous Time Modeling in the Behavioral and Related Sciences PDF
Author: Kees van Montfort
Publisher: Springer
ISBN: 3319772198
Size: 58.34 MB
Format: PDF
Category : Medical
Languages : en
Pages : 442
View: 3666

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This unique book provides an overview of continuous time modeling in the behavioral and related sciences. It argues that the use of discrete time models for processes that are in fact evolving in continuous time produces problems that make their application in practice highly questionable. One main issue is the dependence of discrete time parameter estimates on the chosen time interval, which leads to incomparability of results across different observation intervals. Continuous time modeling by means of differential equations offers a powerful approach for studying dynamic phenomena, yet the use of this approach in the behavioral and related sciences such as psychology, sociology, economics and medicine, is still rare. This is unfortunate, because in these fields often only a few discrete time (sampled) observations are available for analysis (e.g., daily, weekly, yearly, etc.). However, as emphasized by Rex Bergstrom, the pioneer of continuous-time modeling in econometrics, neither human beings nor the economy cease to exist in between observations. In 16 chapters, the book addresses a vast range of topics in continuous time modeling, from approaches that closely mimic traditional linear discrete time models to highly nonlinear state space modeling techniques. Each chapter describes the type of research questions and data that the approach is most suitable for, provides detailed statistical explanations of the models, and includes one or more applied examples. To allow readers to implement the various techniques directly, accompanying computer code is made available online. The book is intended as a reference work for students and scientists working with longitudinal data who have a Master's- or early PhD-level knowledge of statistics.

Longitudinal Models In The Behavioral And Related Sciences

Longitudinal Models in the Behavioral and Related Sciences PDF
Author: Kees van Montfort
Publisher: Psychology Press
ISBN: 9780805859133
Size: 74.43 MB
Format: PDF
Category : Psychology
Languages : en
Pages : 447
View: 871

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This new volume reviews longitudinal models and analysis procedures for use in the behavioral and social sciences. Written by distinguished experts in the field, the book presents the most current approaches and theories, and the technical problems that may be encountered along the way. Readers will find new ideas about the use of longitudinal analysis in solving problems that arise due to the specific nature of the research design and the data available. Divided into two parts, Longitudinal Models in the Behavioral and Related Sciences opens with the latest theoretical developments. In particular, the book addresses situations that arise due to the categorical nature of the data, issues related to state space modeling, and potential problems that may arise from network analysis and/or growth-curve data. The focus of part two is on the application of longitudinal modeling in a variety of disciplines. The book features applications such as heterogeneity on the patterns of a firm's profit, on house prices, and on delinquent behavior: non-linearity in growth in assessing cognitive aging; measurement error issues in longitudinal research; and distance association for the analysis of change. Part two clearly demonstrates the caution that should be taken when applying longitudinal modeling as well as in the interpretation of the results. Longitudinal Models in the Behavioral and Related Sciences is ideal for advanced students and researchers in psychology, sociology, education, economics, management, medicine, and neuroscience.

Elementare Wahrscheinlichkeitstheorie Und Stochastische Prozesse

Elementare Wahrscheinlichkeitstheorie und stochastische Prozesse PDF
Author: Kai L. Chung
Publisher: Springer-Verlag
ISBN: 3642670334
Size: 58.37 MB
Format: PDF, Docs
Category : Mathematics
Languages : de
Pages : 346
View: 4210

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Aus den Besprechungen: "Unter den zahlreichen Einführungen in die Wahrscheinlichkeitsrechnung bildet dieses Buch eine erfreuliche Ausnahme. Der Stil einer lebendigen Vorlesung ist über Niederschrift und Übersetzung hinweg erhalten geblieben. In jedes Kapitel wird sehr anschaulich eingeführt. Sinn und Nützlichkeit der mathematischen Formulierungen werden den Lesern nahegebracht. Die wichtigsten Zusammenhänge sind als mathematische Sätze klar formuliert." #FREQUENZ#1

Das Zeitalter Des Berwachungskapitalismus

Das Zeitalter des   berwachungskapitalismus PDF
Author: Shoshana Zuboff
Publisher: Campus Verlag
ISBN: 3593439638
Size: 10.20 MB
Format: PDF, Docs
Category : Political Science
Languages : de
Pages : 727
View: 832

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Gegen den Big-Other-Kapitalismus ist Big Brother harmlos. Die Menschheit steht am Scheideweg, sagt die Harvard-Ökonomin Shoshana Zuboff. Bekommt die Politik die wachsende Macht der High-Tech-Giganten in den Griff? Oder überlassen wir uns der verborgenen Logik des Überwachungskapitalismus? Wie reagieren wir auf die neuen Methoden der Verhaltensauswertung und -manipulation, die unsere Autonomie bedrohen? Akzeptieren wir die neuen Formen sozialer Ungleichheit? Ist Widerstand ohnehin zwecklos? Zuboff bewertet die soziale, politische, ökonomische und technologische Bedeutung der großen Veränderung, die wir erleben. Sie zeichnet ein unmissverständliches Bild der neuen Märkte, auf denen Menschen nur noch Quelle eines kostenlosen Rohstoffs sind - Lieferanten von Verhaltensdaten. Noch haben wir es in der Hand, wie das nächste Kapitel des Kapitalismus aussehen wird. Meistern wir das Digitale oder sind wir seine Sklaven? Es ist unsere Entscheidung! Zuboffs Buch liefert eine neue Erzählung des Kapitalismus. An ihrer Deutung kommen kritische Geister nicht vorbei.

Music In The Social And Behavioral Sciences

Music in the Social and Behavioral Sciences PDF
Author: William Forde Thompson
Publisher: SAGE Publications
ISBN: 1483365581
Size: 25.46 MB
Format: PDF, ePub, Docs
Category : Reference
Languages : en
Pages : 1360
View: 1367

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This first definitive reference resource to take a broad interdisciplinary approach to the nexus between music and the social and behavioral sciences examines how music affects human beings and their interactions in and with the world. The interdisciplinary nature of the work provides a starting place for students to situate the status of music within the social sciences in fields such as anthropology, communications, psychology, linguistics, sociology, sports, political science and economics, as well as biology and the health sciences. Features: Approximately 450 articles, arranged in A-to-Z fashion and richly illustrated with photographs, provide the social and behavioral context for examining the importance of music in society. Entries are authored and signed by experts in the field and conclude with references and further readings, as well as cross references to related entries. A Reader's Guide groups related entries by broad topic areas and themes, making it easy for readers to quickly identify related entries. A Chronology of Music places material into historical context; a Glossary defines key terms from the field; and a Resource Guide provides lists of books, academic journals, websites and cross-references. The multimedia digital edition is enhanced with video and audio clips and features strong search-and-browse capabilities through the electronic Reader’s Guide, detailed index, and cross references. Music in the Social and Behavioral Sciences, available in both multimedia digital and print formats, is a must-have reference for music and social science library collections.