Dyadic Data Analysis

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Dyadic Data Analysis

David A. Kenny,Deborah A. Kashy,William L. Cook
Dyadic Data Analysis Book PDF

Author : David A. Kenny,Deborah A. Kashy,William L. Cook
Publisher : Guilford Publications
Page : 482 pages
File Size : 46,8 Mb
Release : 2020-11-26
Category : Psychology
ISBN : 9781462546138

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Dyadic Data Analysis by David A. Kenny,Deborah A. Kashy,William L. Cook Pdf

Interpersonal phenomena such as attachment, conflict, person perception, learning, and influence have traditionally been studied by examining individuals in isolation, which falls short of capturing their truly interpersonal nature. This book offers state-of-the-art solutions to this age-old problem by presenting methodological and data-analytic approaches useful in investigating processes that take place among dyads: couples, coworkers, parent and child, teacher and student, or doctor and patient, to name just a few. Rich examples from psychology and across the behavioral and social sciences help build the researcher's ability to conceptualize relationship processes; model and test for actor effects, partner effects, and relationship effects; and model and control for the statistical interdependence that can exist between partners. The companion website provides clarifications, elaborations, corrections, and data and files for each chapter.

Dyadic Data Analysis

David A. Kenny,Deborah A. Kashy,William L. Cook
Dyadic Data Analysis Book PDF

Author : David A. Kenny,Deborah A. Kashy,William L. Cook
Publisher : Guilford Press
Page : 482 pages
File Size : 47,6 Mb
Release : 2006-07-28
Category : Social Science
ISBN : 9781572309869

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Dyadic Data Analysis by David A. Kenny,Deborah A. Kashy,William L. Cook Pdf

The first book on the subject, this unique resource is comprehensive and authoritative. The authors' approach has wide applications for analyzing data related to couples, siblings, friends, coworkers, parent-child, doctor-patient pairs, and more. They compare and contrast different quantitative methods and evaluate their suitability for diverse situations.

Dyadic Data Analysis

David A. Kenny,Deborah A. Kashy,William L. Cook
Dyadic Data Analysis Book PDF

Author : David A. Kenny,Deborah A. Kashy,William L. Cook
Publisher : Guilford Publications
Page : 483 pages
File Size : 48,5 Mb
Release : 2006-07-28
Category : Social Science
ISBN : 9781462546145

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Dyadic Data Analysis by David A. Kenny,Deborah A. Kashy,William L. Cook Pdf

Interpersonal phenomena such as attachment, conflict, person perception, learning, and influence have traditionally been studied by examining individuals in isolation, which falls short of capturing their truly interpersonal nature. This book offers state-of-the-art solutions to this age-old problem by presenting methodological and data-analytic approaches useful in investigating processes that take place among dyads: couples, coworkers, parent and child, teacher and student, or doctor and patient, to name just a few. Rich examples from psychology and across the behavioral and social sciences help build the researcher's ability to conceptualize relationship processes; model and test for actor effects, partner effects, and relationship effects; and model and control for the statistical interdependence that can exist between partners. The companion website provides clarifications, elaborations, corrections, and data and files for each chapter.

Handbook of Advanced Multilevel Analysis

Joop Hox,J. Kyle Roberts
Handbook of Advanced Multilevel Analysis Book PDF

Author : Joop Hox,J. Kyle Roberts
Publisher : Routledge
Page : 698 pages
File Size : 44,6 Mb
Release : 2011-01-11
Category : Psychology
ISBN : 9781136951268

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Handbook of Advanced Multilevel Analysis by Joop Hox,J. Kyle Roberts Pdf

This new handbook is the definitive resource on advanced topics related to multilevel analysis. The editors assembled the top minds in the field to address the latest applications of multilevel modeling as well as the specific difficulties and methodological problems that are becoming more common as more complicated models are developed. Each chapter features examples that use actual datasets. These datasets, as well as the code to run the models, are available on the book’s website http://www.hlm-online.com . Each chapter includes an introduction that sets the stage for the material to come and a conclusion. Divided into five sections, the first provides a broad introduction to the field that serves as a framework for understanding the latter chapters. Part 2 focuses on multilevel latent variable modeling including item response theory and mixture modeling. Section 3 addresses models used for longitudinal data including growth curve and structural equation modeling. Special estimation problems are examined in section 4 including the difficulties involved in estimating survival analysis, Bayesian estimation, bootstrapping, multiple imputation, and complicated models, including generalized linear models, optimal design in multilevel models, and more. The book’s concluding section focuses on statistical design issues encountered when doing multilevel modeling including nested designs, analyzing cross-classified models, and dyadic data analysis. Intended for methodologists, statisticians, and researchers in a variety of fields including psychology, education, and the social and health sciences, this handbook also serves as an excellent text for graduate and PhD level courses in multilevel modeling. A basic knowledge of multilevel modeling is assumed.

Social Relations Modeling of Behavior in Dyads and Groups

Thomas E. Malloy
Social Relations Modeling of Behavior in Dyads and Groups Book PDF

Author : Thomas E. Malloy
Publisher : Academic Press
Page : 408 pages
File Size : 48,9 Mb
Release : 2018-08-10
Category : Psychology
ISBN : 9780128119662

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Social Relations Modeling of Behavior in Dyads and Groups by Thomas E. Malloy Pdf

Social Relations Modeling of Behavior in Dyads and Groups covers software, interpersonal perception (adult and children), the SRM with roles (e.g. in families), and applications to non-human research. Written in an accessible way, and for advanced undergraduates, graduate students and researchers, author Thomas E. Malloy strives to make inherently abstract material and unusual statistics understandable. As the social relations model provides a straightforward conceptual model of the components that make up behaviors in dyads and groups, this book will provide a powerful conceptual and methodological toolbox to analyze behaviors in dyads and groups across the sciences. This book is specifically designed to make this toolbox accessible - beyond interpersonal perception phenomena. It helps identify the relevant phenomena and dynamics surrounding behaviors in dyads and groups, and goes on to assess and analyze them empirically. Captures essential conceptual and methodological topics around the scientific analyses of behaviors in groups and dyads Situates the SRM in the history of dyadic research Offers detailed guidance on research design and measurement operations Organizes models and empirical results into easily read figures and tables Demonstrates how SRM variances and covariances can be used as dependent measures in experiments Conceptualizes novel phenomena in personality psychology using the SRM

Modeling Dyadic and Interdependent Data in the Developmental and Behavioral Sciences

Noel A. Card,James P. Selig,Todd Little
Modeling Dyadic and Interdependent Data in the Developmental and Behavioral Sciences Book PDF

Author : Noel A. Card,James P. Selig,Todd Little
Publisher : Routledge
Page : 461 pages
File Size : 43,7 Mb
Release : 2011-04-12
Category : Psychology
ISBN : 9781135703943

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Modeling Dyadic and Interdependent Data in the Developmental and Behavioral Sciences by Noel A. Card,James P. Selig,Todd Little Pdf

This book reviews methods of conceptualizing, measuring, and analyzing interdependent data in developmental and behavioral sciences. Quantitative and developmental experts describe best practices for modeling interdependent data that stem from interactions within families, relationships, and peer groups, for example. Complex models for analyzing longitudinal data, such as growth curves and time series, are also presented. Many contributors are innovators of the techniques and all are able to clearly explain the methodologies and their practical problems including issues of measurement, missing data, power and sample size, and the specific limitations of each method. Featuring a balance between analytic strategies and applications, the book addresses: The Actor-Partner Interdependence Model for analyzing influence between two individuals The Intraclass Correlational Approach for analyzing distinguishable roles (parent-child) or exchangeable (same-sex) dyadic data The Social Relations Model for analyzing group interdependency Social Network Analysis approaches for relationships between individuals This book is intended for graduate students and researchers across the developmental, social, behavioral, and educational sciences. It is an excellent research guide and a valuable resource for advanced methods courses.

Dependent Data in Social Sciences Research

Mark Stemmler,Alexander von Eye,Wolfgang Wiedermann
Dependent Data in Social Sciences Research Book PDF

Author : Mark Stemmler,Alexander von Eye,Wolfgang Wiedermann
Publisher : Springer
Page : 385 pages
File Size : 53,5 Mb
Release : 2015-10-19
Category : Social Science
ISBN : 9783319205854

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Dependent Data in Social Sciences Research by Mark Stemmler,Alexander von Eye,Wolfgang Wiedermann Pdf

This volume presents contributions on handling data in which the postulate of independence in the data matrix is violated. When this postulate is violated and when the methods assuming independence are still applied, the estimated parameters are likely to be biased, and statistical decisions are very likely to be incorrect. Problems associated with dependence in data have been known for a long time, and led to the development of tailored methods for the analysis of dependent data in various areas of statistical analysis. These methods include, for example, methods for the analysis of longitudinal data, corrections for dependency, and corrections for degrees of freedom. This volume contains the following five sections: growth curve modeling, directional dependence, dyadic data modeling, item response modeling (IRT), and other methods for the analysis of dependent data (e.g., approaches for modeling cross-section dependence, multidimensional scaling techniques, and mixed models). Researchers and graduate students in the social and behavioral sciences, education, econometrics, and medicine will find this up-to-date overview of modern statistical approaches for dealing with problems related to dependent data particularly useful.

Romantic Relationships in Emerging Adulthood

Frank D. Fincham,Ming Cui
Romantic Relationships in Emerging Adulthood Book PDF

Author : Frank D. Fincham,Ming Cui
Publisher : Cambridge University Press
Page : 0 pages
File Size : 49,6 Mb
Release : 2014-01-02
Category : Psychology
ISBN : 1107626919

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Romantic Relationships in Emerging Adulthood by Frank D. Fincham,Ming Cui Pdf

Emerging adulthood - the period between the late teens and mid-twenties - is a unique and important developmental period during which people gain relationship experience before settling on someone to partner with. Romantic Relationships in Emerging Adulthood presents a synthesis of cutting-edge research and theory on this topic. Leading scholars from demography, sociology, family studies, and psychology provide original data and theoretical analyses that address the formation, nature, and significance of romantic relationships in emerging adults. Until recently, it was assumed that romantic relationships in emerging adults were not particularly important or formative. The material presented allows this assumption to be thoroughly evaluated. This volume is intended to be a resource for anyone interested in understanding romantic relationships in emerging adulthood. It is especially appropriate for classroom use in upper-level undergraduate and graduate courses in the fields of family sociology, human development and family studies, clinical and developmental psychology, and social work.

Intensive Longitudinal Methods

Niall Bolger,Jean-Philippe Laurenceau
Intensive Longitudinal Methods Book PDF

Author : Niall Bolger,Jean-Philippe Laurenceau
Publisher : Guilford Press
Page : 256 pages
File Size : 52,8 Mb
Release : 2013-01-22
Category : Psychology
ISBN : 9781462506927

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Intensive Longitudinal Methods by Niall Bolger,Jean-Philippe Laurenceau Pdf

This book offers a complete, practical guide to doing an intensive longitudinal study with individuals, dyads, or groups. It provides the tools for studying social, psychological, and physiological processes in everyday contexts, using methods such as diary and experience sampling. A range of engaging, worked-through research examples with datasets are featured. Coverage includes how to: select the best intensive longitudinal design for a particular research question, apply multilevel models to within-subject designs, model within-subject change processes for continuous and categorical outcomes, assess the reliability of within-subject changes, assure sufficient statistical power, and more. Several end-of-chapter write-ups illustrate effective ways to present study findings for publication. Datasets and output in SPSS, SAS, Mplus, HLM, MLwiN, and R for the examples are available on the companion website (www.intensivelongitudinal.com).

Handbook of Research Methods in Social and Personality Psychology

Harry T. Reis,Charles M. Judd
Handbook of Research Methods in Social and Personality Psychology Book PDF

Author : Harry T. Reis,Charles M. Judd
Publisher : Cambridge University Press
Page : 763 pages
File Size : 46,7 Mb
Release : 2014-02-24
Category : Psychology
ISBN : 9781107011779

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Handbook of Research Methods in Social and Personality Psychology by Harry T. Reis,Charles M. Judd Pdf

This indispensible sourcebook covers conceptual and practical issues in research design in the field of social and personality psychology. Key experts address specific methods and areas of research, contributing to a comprehensive overview of contemporary practice. This updated and expanded second edition offers current commentary on social and personality psychology, reflecting the rapid development of this dynamic area of research over the past decade. With the help of this up-to-date text, both seasoned and beginning social psychologists will be able to explore the various tools and methods available to them in their research as they craft experiments and imagine new methodological possibilities.

Dyadic Coping: A Collection of Recent Studies

Guy Bodenmann,Mariana K. Falconier,Ashley K. Randall
Dyadic Coping A Collection of Recent Studies Book PDF

Author : Guy Bodenmann,Mariana K. Falconier,Ashley K. Randall
Publisher : Frontiers Media SA
Page : 250 pages
File Size : 48,8 Mb
Release : 2019-09-25
Category : Electronic
ISBN : 9782889630318

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Dyadic Coping: A Collection of Recent Studies by Guy Bodenmann,Mariana K. Falconier,Ashley K. Randall Pdf

Dyadic coping is a concept that has reached increased attention in psychological science within the last 20 years. Dyadic coping conceptualizes the way couples cope with stress together in sharing appraisals of demands, planning together how to deal with the stressors and engage in supportive or joint dyadic coping. Among the different theories of dyadic coping, the Systemic Transactional Model (STM; Bodenmann, 1995, 1997, 2005) has been applied to many studies on couples’ coping with stress. While a recent meta-analysis shows that dyadiccoping is a robust and consistent predictor of relationship satisfaction and couple’s functioning in community samples, some studies also reveal the significance of dyadic coping in dealing with psychological disorders (e.g., depression, anxiety) or severe illness (e.g., cancer, diabetes, COPD, etc.). Researchers all over the world build their research on this or other concepts of dyadic coping and many typically use the Dyadic Coping Inventory (DCI) for assessing dyadic coping. So far, research on dyadic coping has been systematically presented in two books, one written by Revenson, Kayser, & Bodenmann in 2005, focussing on emerging perspectives on couples’ coping, the other by Falconier, Randall, & Bodenmann more recently in 2016, addressing intercultural aspects of dyadic coping in African, American, Asian and European couples. This eBook gives an insight into recent dyadic coping research in different areas and countries.

Multivariate Applications in Substance Use Research

Jennifer S. Rose,Laurie Chassin,Clark C. Presson,Steven J. Sherman
Multivariate Applications in Substance Use Research Book PDF

Author : Jennifer S. Rose,Laurie Chassin,Clark C. Presson,Steven J. Sherman
Publisher : Psychology Press
Page : 276 pages
File Size : 54,8 Mb
Release : 2000-01-01
Category : Psychology
ISBN : 9781135678944

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Multivariate Applications in Substance Use Research by Jennifer S. Rose,Laurie Chassin,Clark C. Presson,Steven J. Sherman Pdf

This edited volume introduces the latest advances in quantitative methods and illustrates ways to apply these methods to important questions in substance use research. The goal is to provide a forum for dialogue between methodologists developing innovative multivariate statistical methods and substance use researchers who have produced rich data sets. Reflecting current research trends, the book examines the use of longitudinal techniques to measure processes of change over time. Researchers faced with the task of studying the causes, course, treatment, and prevention of substance use and abuse will find this volume helpful for applying these techniques to make optimal use of their data. This innovative volume: introduces the use of latent curve methods for describing individual trajectories of adolescent substance use over time; explores methods for analyzing longitudinal data for individuals nested within groups, such as families, classrooms, and treatment groups; demonstrates how different patterns of missing data influence the interpretation of results; reports on some recent advances in longitudinal growth modeling; illustrates methods to assess mediation when there are multiple mediating pathways underlying an intervention effect; describes methods to identify moderating relations in structural equation models; demonstrates the use of structural equation models to evaluate a preventive intervention; applies epidemic modeling techniques to understand the spread of substance use in society; illustrates the use of latent transition analysis to model substance use as a series of stages; and applies logistic regression to prospectively predict smoking cessation.

Handbook of Research Methods for Studying Daily Life

Matthias R. Mehl,Tamlin S. Conner
Handbook of Research Methods for Studying Daily Life Book PDF

Author : Matthias R. Mehl,Tamlin S. Conner
Publisher : Guilford Publications
Page : 705 pages
File Size : 53,5 Mb
Release : 2013-10-01
Category : Psychology
ISBN : 9781462513055

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Handbook of Research Methods for Studying Daily Life by Matthias R. Mehl,Tamlin S. Conner Pdf

Bringing together leading authorities, this unique handbook reviews the breadth of current approaches for studying how people think, feel, and behave in everyday environments, rather than in the laboratory. The volume thoroughly describes experience sampling methods, diary methods, physiological measures, and other self-report and non-self-report tools that allow for repeated, real-time measurement in natural settings. Practical guidance is provided to help the reader design a high-quality study, select and implement appropriate methods, and analyze the resulting data using cutting-edge statistical techniques. Applications across a wide range of psychological subfields and research areas are discussed in detail.

The Econometric Analysis of Network Data

Bryan Graham,Aureo de Paula
The Econometric Analysis of Network Data Book PDF

Author : Bryan Graham,Aureo de Paula
Publisher : Academic Press
Page : 244 pages
File Size : 41,9 Mb
Release : 2020-06-03
Category : Business & Economics
ISBN : 9780128117712

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The Econometric Analysis of Network Data by Bryan Graham,Aureo de Paula Pdf

The Econometric Analysis of Network Data serves as an entry point for advanced students, researchers, and data scientists seeking to perform effective analyses of networks, especially inference problems. It introduces the key results and ideas in an accessible, yet rigorous way. While a multi-contributor reference, the work is tightly focused and disciplined, providing latitude for varied specialties in one authorial voice. Answers both 'why' and 'how' questions in network analysis, bridging the gap between practice and theory allowing for the easier entry of novices into complex technical literature and computation Fully describes multiple worked examples from the literature and beyond, allowing empirical researchers and data scientists to quickly access the 'state of the art' versioned for their domain environment, saving them time and money Disciplined structure provides latitude for multiple sources of expertise while retaining an integrated and pedagogically focused authorial voice, ensuring smooth transition and easy progression for readers Fully supported by companion site code repository 40+ diagrams of 'networks in the wild' help visually summarize key points

Spatial Regression Models

Michael D. Ward,Kristian Skrede Gleditsch
Spatial Regression Models Book PDF

Author : Michael D. Ward,Kristian Skrede Gleditsch
Publisher : SAGE Publications
Page : 143 pages
File Size : 45,5 Mb
Release : 2018-04-10
Category : Social Science
ISBN : 9781544328829

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Spatial Regression Models by Michael D. Ward,Kristian Skrede Gleditsch Pdf

Spatial Regression Models illustrates the use of spatial analysis in the social sciences within a regression framework and is accessible to readers with no prior background in spatial analysis. The text covers different modeling-related topics for continuous dependent variables, including: mapping data on spatial units, exploratory spatial data analysis, working with regression models that have spatially dependent regressors, and estimating regression models with spatially correlated error structures. Using social sciences examples based on real data, Michael D. Ward and Kristian Skrede Gleditsch illustrate the concepts discussed, and show how to obtain and interpret relevant results. The examples are presented along with the relevant code to replicate all the analysis using the R package for statistical computing. Users can download both the data and computer code to work through all the examples found in the text. New to the Second Edition is a chapter on mapping as data exploration and its role in the research process, updates to all chapters based on substantive and methodological work, as well as software updates, and information on estimation of time-series, cross-sectional spatial models.