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New Methods For The Analysis Of Change
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Book Synopsis New Methods for the Analysis of Change by : Linda M. Collins
Download or read book New Methods for the Analysis of Change written by Linda M. Collins and published by . This book was released on 2009 with total page 442 pages. Available in PDF, EPUB and Kindle. Book excerpt: This volume presents state-of-the-art methods explored by recognized authorities on the analysis of change. Chapters highlight methods for estimating and evaluating models of growth and change over time at the level of the individual; address issues of measurement that are important in the analysis of change; point out methods for separating intra-individual growth from some aspects of phenomena that are stable over time; identify larger frameworks to integrate knowledge; and provide methods for dealing with missing data. This volume of methodological advances will influence a variety of disciplines from psychology and sociology to education and economics. (PsycINFO Database Record (c) 2004 APA, all rights reserved).
Book Synopsis New Methods for the Analysis of Change by : Linda M. Collins
Download or read book New Methods for the Analysis of Change written by Linda M. Collins and published by Amer Psychological Assn. This book was released on 2001-01-01 with total page 442 pages. Available in PDF, EPUB and Kindle. Book excerpt: Annotation Psychologists update the Association's 1991 with 12 studies, many from a conference held at Pennsylvania State University in 1998, and some with comments attached. The topics include differential structural equation modeling of intra-individual variability, combining auto-regressive and latent curve models, and planned missing-data designs for analyzing change. Annotation c. Book News, Inc., Portland, OR (booknews.com).
Book Synopsis The Analysis of Change by : John Mordechai Gottman
Download or read book The Analysis of Change written by John Mordechai Gottman and published by Psychology Press. This book was released on 1995 with total page 544 pages. Available in PDF, EPUB and Kindle. Book excerpt: Continuity and change have been major concerns of the social and behavioral sciences -- in the study of human development and in the study of processes that unfold in various ways across time. There has been a veritable explosion of techniques for studying change over time which have fundamentally changed how we need to think of and study change. Unfortunately, many of the old precepts and beliefs are still among us. The field of methodology for the study of change is itself ready to change. Recently, there have been many analytic and conceptual developments questioning our cherished beliefs about the study of change. As such, how are individuals to think about issues and correctly analyze change? The chapters in this volume address these issues. Divided into two sections, this book deals with designs that analyze change in multiple subjects, and with change in single subjects and an interacting system. Papers presented in this volume are accessible to scientists who are not methodologists. The character of the papers are more like primers than basic treatises on methodology, written for other methodologists. It is time that people stop thinking in rigid ways about how to study change and be introduced to a range of many possibilities. Change, stability, order and chaos are elusive concepts. The pursuit of the laws of change must be approached in as flexible and creative a fashion as possible. This book should help to lead the way.
Book Synopsis Longitudinal Analysis by : Lesa Hoffman
Download or read book Longitudinal Analysis written by Lesa Hoffman and published by Routledge. This book was released on 2015-01-30 with total page 655 pages. Available in PDF, EPUB and Kindle. Book excerpt: Longitudinal Analysis provides an accessible, application-oriented treatment of introductory and advanced linear models for within-person fluctuation and change. Organized by research design and data type, the text uses in-depth examples to provide a complete description of the model-building process. The core longitudinal models and their extensions are presented within a multilevel modeling framework, paying careful attention to the modeling concerns that are unique to longitudinal data. Written in a conversational style, the text provides verbal and visual interpretation of model equations to aid in their translation to empirical research results. Overviews and summaries, boldfaced key terms, and review questions will help readers synthesize the key concepts in each chapter. Written for non-mathematically-oriented readers, this text features: A description of the data manipulation steps required prior to model estimation so readers can more easily apply the steps to their own data An emphasis on how the terminology, interpretation, and estimation of familiar general linear models relates to those of more complex models for longitudinal data Integrated model comparisons, effect sizes, and statistical inference in each example to strengthen readers’ understanding of the overall model-building process Sample results sections for each example to provide useful templates for published reports Examples using both real and simulated data in the text, along with syntax and output for SPSS, SAS, STATA, and Mplus at www.PilesOfVariance.com to help readers apply the models to their own data The book opens with the building blocks of longitudinal analysis—general ideas, the general linear model for between-person analysis, and between- and within-person models for the variance and the options within repeated measures analysis of variance. Section 2 introduces unconditional longitudinal models including alternative covariance structure models to describe within-person fluctuation over time and random effects models for within-person change. Conditional longitudinal models are presented in section 3, including both time-invariant and time-varying predictors. Section 4 reviews advanced applications, including alternative metrics of time in accelerated longitudinal designs, three-level models for multiple dimensions of within-person time, the analysis of individuals in groups over time, and repeated measures designs not involving time. The book concludes with additional considerations and future directions, including an overview of sample size planning and other model extensions for non-normal outcomes and intensive longitudinal data. Class-tested at the University of Nebraska-Lincoln and in intensive summer workshops, this is an ideal text for graduate-level courses on longitudinal analysis or general multilevel modeling taught in psychology, human development and family studies, education, business, and other behavioral, social, and health sciences. The book’s accessible approach will also help those trying to learn on their own. Only familiarity with general linear models (regression, analysis of variance) is needed for this text.
Book Synopsis The Oxford Handbook of Deaf Studies in Literacy by : Susan R. Easterbrooks
Download or read book The Oxford Handbook of Deaf Studies in Literacy written by Susan R. Easterbrooks and published by Oxford University Press. This book was released on 2020-11-02 with total page 584 pages. Available in PDF, EPUB and Kindle. Book excerpt: The Oxford Handbook of Deaf Studies in Literacy brings together state-of-the-art research on literacy learning among deaf and hard of hearing learners (DHH). With contributions from experts in the field, this volume covers topics such as the importance of language and cognition, phonological or orthographic awareness, morphosyntactic and vocabulary understanding, reading comprehension and classroom engagement, written language, and learning among challenged populations. Avoiding sweeping generalizations about DHH readers that overlook varied experiences, this volume takes a nuanced approach, providing readers with the research to help DHH students gain competence in reading comprehension.
Book Synopsis Change Detection and Image Time-Series Analysis 1 by : Abdourrahmane M. Atto
Download or read book Change Detection and Image Time-Series Analysis 1 written by Abdourrahmane M. Atto and published by John Wiley & Sons. This book was released on 2022-01-06 with total page 306 pages. Available in PDF, EPUB and Kindle. Book excerpt: Change Detection and Image Time Series Analysis 1 presents a wide range of unsupervised methods for temporal evolution analysis through the use of image time series associated with optical and/or synthetic aperture radar acquisition modalities. Chapter 1 introduces two unsupervised approaches to multiple-change detection in bi-temporal multivariate images, with Chapters 2 and 3 addressing change detection in image time series in the context of the statistical analysis of covariance matrices. Chapter 4 focuses on wavelets and convolutional-neural filters for feature extraction and entropy-based anomaly detection, and Chapter 5 deals with a number of metrics such as cross correlation ratios and the Hausdorff distance for variational analysis of the state of snow. Chapter 6 presents a fractional dynamic stochastic field model for spatio temporal forecasting and for monitoring fast-moving meteorological events such as cyclones. Chapter 7 proposes an analysis based on characteristic points for texture modeling, in the context of graph theory, and Chapter 8 focuses on detecting new land cover types by classification-based change detection or feature/pixel based change detection. Chapter 9 focuses on the modeling of classes in the difference image and derives a multiclass model for this difference image in the context of change vector analysis.
Book Synopsis APA Handbook of Community Psychology by : Meg A. Bond
Download or read book APA Handbook of Community Psychology written by Meg A. Bond and published by APA Handbooks in Psychology. This book was released on 2016-09 with total page 1228 pages. Available in PDF, EPUB and Kindle. Book excerpt: This two-volume handbook summarizes and makes sense of exciting intellectual developments in the field of community psychology. As a discipline that is considered a half century old in the United States, community psychology has grown in the sophistication and reach of theories and research. Reviewing the chapters of the APA Handbook of Community Psychology, the reader will readily notice several themes emerge. Community psychology's ideas are becoming increasingly elaborated; its theory, research and interventions more situated; and its reach in both thought and action, more expansive. Ideas that may have seemed much simpler when first proposed -- for example, community, prevention and empowerment -- have come to pose challenges, contradictions and opportunities initially unspecified and perhaps unimagined. Under the editorial direction of Meg A. Bond, Irma Serrano-Garc�a, Christopher B. Keys, and Marybeth Shinn, with chapters authored by both senior and rising scholars, the APA Handbook of Community Psychology provides an indispensable and authoritative reference resource for researchers, instructors, students, practitioners, field leaders and life-long learners alike. This highly anticipated addition to the APA Handbooks in Psychology� series covers current knowledge and identifies the most pertinent sources of information in both the core and evolving literature. It highlights community psychology's emphasis on the synergistic relationship between research and action, and offers an international outlook, including chapters integrating perspectives from across cultures and contexts around the world.
Book Synopsis Change-Point Analysis in Nonstationary Stochastic Models by : Boris Brodsky
Download or read book Change-Point Analysis in Nonstationary Stochastic Models written by Boris Brodsky and published by CRC Press. This book was released on 2016-12-12 with total page 239 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book covers the development of methods for detection and estimation of changes in complex systems. These systems are generally described by nonstationary stochastic models, which comprise both static and dynamic regimes, linear and nonlinear dynamics, and constant and time-variant structures of such systems. It covers both retrospective and sequential problems, particularly theoretical methods of optimal detection. Such methods are constructed and their characteristics are analyzed both theoretically and experimentally. Suitable for researchers working in change-point analysis and stochastic modelling, the book includes theoretical details combined with computer simulations and practical applications. Its rigorous approach will be appreciated by those looking to delve into the details of the methods, as well as those looking to apply them.
Book Synopsis Confirmatory Factor Analysis by : J. Micah Roos
Download or read book Confirmatory Factor Analysis written by J. Micah Roos and published by SAGE Publications. This book was released on 2021-10-19 with total page 107 pages. Available in PDF, EPUB and Kindle. Book excerpt: Measurement connects theoretical concepts to what is observable in the empirical world, and is fundamental to all social and behavioral research. In this volume, J. Micah Roos and Shawn Bauldry introduce a popular approach to measurement: Confirmatory Factor Analysis (CFA). As the authors explain, CFA is a theoretically informed statistical framework for linking multiple observed variables to latent variables that are not directly measurable. The authors begin by defining terms, introducing notation, and illustrating a wide variety of measurement models with different relationships between latent and observed variables. They proceed to a thorough treatment of model estimation, followed by a discussion of model fit. Most of the volume focuses on measures that approximate continuous variables, but the authors also devote a chapter to categorical indicators. Each chapter develops a different example (sometimes two) covering topics as diverse as racist attitudes, theological conservatism, leadership qualities, psychological distress, self-efficacy, beliefs about democracy, and Christian nationalism drawn mainly from national surveys. Data to replicate the examples are available on a companion website, along with code for R, Stata, and Mplus.
Book Synopsis The Analysis of Change by : John Mordechai Gottman
Download or read book The Analysis of Change written by John Mordechai Gottman and published by Psychology Press. This book was released on 2013-02-01 with total page 543 pages. Available in PDF, EPUB and Kindle. Book excerpt: Continuity and change have been major concerns of the social and behavioral sciences -- in the study of human development and in the study of processes that unfold in various ways across time. There has been a veritable explosion of techniques for studying change over time which have fundamentally changed how we need to think of and study change. Unfortunately, many of the old precepts and beliefs are still among us. The field of methodology for the study of change is itself ready to change. Recently, there have been many analytic and conceptual developments questioning our cherished beliefs about the study of change. As such, how are individuals to think about issues and correctly analyze change? The chapters in this volume address these issues. Divided into two sections, this book deals with designs that analyze change in multiple subjects, and with change in single subjects and an interacting system. Papers presented in this volume are accessible to scientists who are not methodologists. The character of the papers are more like primers than basic treatises on methodology, written for other methodologists. It is time that people stop thinking in rigid ways about how to study change and be introduced to a range of many possibilities. Change, stability, order and chaos are elusive concepts. The pursuit of the laws of change must be approached in as flexible and creative a fashion as possible. This book should help to lead the way.
Book Synopsis Economic Tools and Methods for the Analysis of Global Change Impacts on Agriculture and Food Security by : Sonia Quiroga
Download or read book Economic Tools and Methods for the Analysis of Global Change Impacts on Agriculture and Food Security written by Sonia Quiroga and published by Springer. This book was released on 2019-01-01 with total page 177 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book compiles examples of the most widely used tools in agricultural economics that have been developed and used to analyze the impact of global change in agricultural activity. The research papers on this topic are plenty but lack the methodology. The content of this book can be used by research students exploring additional methods in agricultural economics.
Book Synopsis Causal Analysis with Panel Data by : Steven E. Finkel
Download or read book Causal Analysis with Panel Data written by Steven E. Finkel and published by SAGE. This book was released on 1995-01-17 with total page 108 pages. Available in PDF, EPUB and Kindle. Book excerpt: Panel data, which consist of information gathered from the same individuals or units at several different points in time, are commonly used in the social sciences to test theories of individual and social change. This book provides an overview of models that are appropriate for the analysis of panel data, focusing specifically on the area where panels offer major advantages over cross-sectional research designs: the analysis of causal interrelationships among variables. Without "painting" panel data as a cure all for the problems of causal inference in nonexperimental research, the author shows how panel data offer multiple ways of strengthening the causal inference process. In addition, he shows how to estimate models that contain a variety of lag specifications, reciprocal effects, and imperfectly measured variables. Appropriate for readers who are familiar with multiple regression analysis and causal modeling, this book will offer readers the highlights of developments in this technique from diverse disciplines to analytic traditions.
Download or read book Leading Change written by John P. Kotter and published by Harvard Business Press. This book was released on 2012 with total page 210 pages. Available in PDF, EPUB and Kindle. Book excerpt: From the ill-fated dot-com bubble to unprecedented merger and acquisition activity to scandal, greed, and, ultimately, recession -- we've learned that widespread and difficult change is no longer the exception. By outlining the process organizations have used to achieve transformational goals and by identifying where and how even top performers derail during the change process, Kotter provides a practical resource for leaders and managers charged with making change initiatives work.
Download or read book Switch written by Chip Heath and published by Crown Currency. This book was released on 2010-02-16 with total page 322 pages. Available in PDF, EPUB and Kindle. Book excerpt: Why is it so hard to make lasting changes in our companies, in our communities, and in our own lives? The primary obstacle is a conflict that's built into our brains, say Chip and Dan Heath, authors of the critically acclaimed bestseller Made to Stick. Psychologists have discovered that our minds are ruled by two different systems - the rational mind and the emotional mind—that compete for control. The rational mind wants a great beach body; the emotional mind wants that Oreo cookie. The rational mind wants to change something at work; the emotional mind loves the comfort of the existing routine. This tension can doom a change effort - but if it is overcome, change can come quickly. In Switch, the Heaths show how everyday people - employees and managers, parents and nurses - have united both minds and, as a result, achieved dramatic results: • The lowly medical interns who managed to defeat an entrenched, decades-old medical practice that was endangering patients • The home-organizing guru who developed a simple technique for overcoming the dread of housekeeping • The manager who transformed a lackadaisical customer-support team into service zealots by removing a standard tool of customer service In a compelling, story-driven narrative, the Heaths bring together decades of counterintuitive research in psychology, sociology, and other fields to shed new light on how we can effect transformative change. Switch shows that successful changes follow a pattern, a pattern you can use to make the changes that matter to you, whether your interest is in changing the world or changing your waistline.
Book Synopsis Beyond Innovation: Technology, Institution and Change as Categories for Social Analysis by : Thomas Kaiserfeld
Download or read book Beyond Innovation: Technology, Institution and Change as Categories for Social Analysis written by Thomas Kaiserfeld and published by Springer. This book was released on 2015-07-07 with total page 164 pages. Available in PDF, EPUB and Kindle. Book excerpt: Beyond Innovation counter weighs the present innovation monomania by broadening our thinking about technological and institutional change. It is done by a multidisciplinary review of the most common ideas about the dynamics between technology and institutions.
Book Synopsis Image Analysis, Classification and Change Detection in Remote Sensing by : Morton J. Canty
Download or read book Image Analysis, Classification and Change Detection in Remote Sensing written by Morton J. Canty and published by CRC Press. This book was released on 2014-06-06 with total page 575 pages. Available in PDF, EPUB and Kindle. Book excerpt: Image Analysis, Classification and Change Detection in Remote Sensing: With Algorithms for ENVI/IDL and Python, Third Edition introduces techniques used in the processing of remote sensing digital imagery. It emphasizes the development and implementation of statistically motivated, data-driven techniques. The author achieves this by tightly interweaving theory, algorithms, and computer codes. See What’s New in the Third Edition: Inclusion of extensive code in Python, with a cloud computing example New material on synthetic aperture radar (SAR) data analysis New illustrations in all chapters Extended theoretical development The material is self-contained and illustrated with many programming examples in IDL. The illustrations and applications in the text can be plugged in to the ENVI system in a completely transparent fashion and used immediately both for study and for processing of real imagery. The inclusion of Python-coded versions of the main image analysis algorithms discussed make it accessible to students and teachers without expensive ENVI/IDL licenses. Furthermore, Python platforms can take advantage of new cloud services that essentially provide unlimited computational power. The book covers both multispectral and polarimetric radar image analysis techniques in a way that makes both the differences and parallels clear and emphasizes the importance of choosing appropriate statistical methods. Each chapter concludes with exercises, some of which are small programming projects, intended to illustrate or justify the foregoing development, making this self-contained text ideal for self-study or classroom use.
Book Synopsis Research Methods in Language Variation and Change by : Manfred Krug
Download or read book Research Methods in Language Variation and Change written by Manfred Krug and published by Cambridge University Press. This book was released on 2013-10-24 with total page 539 pages. Available in PDF, EPUB and Kindle. Book excerpt: Methodological know-how has become one of the key qualifications in contemporary linguistics, which has a strong empirical focus. Containing 23 chapters, each devoted to a different research method, this volume brings together the expertise and insight of a range of established practitioners. The chapters are arranged in three parts, devoted to three different stages of empirical research: data collection, analysis and evaluation. In addition to detailed step-by-step introductions and illustrative case studies focusing on variation and change in English, each chapter addresses the strengths and weaknesses of the methodology and concludes with suggestions for further reading. This systematic, state-of-the-art survey is ideal for both novice researchers and professionals interested in extending their methodological repertoires. The book also has a companion website which provides readers with further information, links, resources, demonstrations, exercises and case studies related to each chapter.
