Statistical Analysis of Contingency Tables is an invaluable tool for statistical inference in contingency tables. It covers effect size estimation, confidence intervals, and hypothesis tests for the binomial and the multinomial distributions, unpaired and paired 2x2 tables, rxc tables, ordered rx2 and 2xc tables, paired cxc tables, and stratified tables. For each type of table, key concepts are introduced, and a wide range of intervals and tests, including recent and unpublished methods and developments, are presented and evaluated. Topics such as diagnostic accuracy, inter-rater reliability, and missing data are also covered. The presentation is concise and easily accessible for readers with diverse professional backgrounds, with the mathematical details kept to a minimum. For more information, including a sample chapter and software, please visit the authors' website.

Identifying the sources and measuring the impact of haphazard variations are important in any number of research applications, from clinical trials and genetics to industrial design and psychometric testing. Only in very simple situations can such variations be represented effectively by independent, identically distributed random variables or by random sampling from a hypothetical infinite population. Components of Variance illuminates the complexities of the subject, setting forth its principles with focus on both the development of models for detailed analyses and the statistical techniques themselves. The authors first consider balanced and unbalanced situations, then move to the treatment of non-normal data, beginning with the Poisson and binomial models and followed by extensions to survival data and more general situations. In the final chapter, they discuss ways of extending and assessing various models, including the study of exceedances, the use of nonlinear representations, the study of transformations of the response variable, and the detailed examination of the distributional form of the underlying random variables. Careful signposting and numerous examples from genetic data analysis, clinical trial design, longitudinal data analysis, industrial design, and meta-analysis make this book accessible - and valuable - not only to statisticians but to all applied research scientists who use statistical methods.

One of the greatest changes in the sports world in the past 20 years has been the use of mathematical methods to analyze performances, recognize trends and patterns, and predict results. Analytic Methods in Sports: Using Mathematics and Statistics to Understand Data from Baseball, Football, Basketball, and Other Sports, Second Edition provides a concise yet thorough introduction to the analytic and statistical methods that are useful in studying sports. The book gives you all the tools necessary to answer key questions in sports analysis. It explains how to apply the methods to sports data and interpret the results, demonstrating that the analysis of sports data is often different from standard statistical analyses. The book integrates a large number of motivating sports examples throughout and offers guidance on computation and suggestions for further reading in each chapter. Features Covers numerous statistical procedures for analyzing data based on sports results Presents fundamental methods for describing and summarizing data Describes aspects of probability theory and basic statistical concepts that are necessary to understand and deal with the randomness inherent in sports data Explains the statistical reasoning underlying the methods Illustrates the methods using real data drawn from a wide variety of sports Offers many of the datasets on the author's website, enabling you to replicate the analyses or conduct related analyses New to the Second Edition R code included for all calculations A new chapter discussing several more advanced methods, such as binary response models, random effects, multilevel models, spline methods, and principal components analysis, and more Exercises added to the end of each chapter, to enable use for courses and self-study Full solutions manual available to course instructors.

This brilliant CGP book covers all the maths skills needed in AS and A-Level Psychology (the use of maths is required for up to 10% of the marks in the final exams and assessments). It explains Calculations, Graph Skills and Statistics, with clear study notes and step-by-step examples in the context of Psychology. And to make sure you've really got to grips with it all, there are practice questions for each topic - with answers included at the back of the book.

This volume provides an integrative review of the emerging and increasing use of network science techniques in cognitive psychology, first developed in mathematics, computer science, sociology, and physics. The first resource on network science for cognitive psychologists in a growing international market, Vitevitch and a team of expert contributors provide a comprehensive and accessible overview of this cutting-edge topic. This innovative guide draws on the three traditional pillars of cognitive psychological research-experimental, computational, and neuroscientific-and incorporates the latest findings from neuroimaging. The network perspective is applied to the fundamental domains of cognitive psychology including memory, language, problem-solving, and learning, as well as creativity and human intelligence, highlighting the insights to be gained through applying network science to a wide range of approaches and topics in cognitive psychology Network Science in Cognitive Psychology will be essential reading for all upper-level cognitive psychology students, psychological researchers interested in using network science in their work, and network scientists interested in investigating questions related to cognition. It will also be useful for early career researchers and students in methodology and related courses.

Although qualitative approaches to psychological research have a long history in the discipline, they have also been, and remain, marginalized from the canon of mainstream scientific psychology. At the current moment, however, there is growing recognition of the importance of qualitative methods and a movement toward a more inclusive and eclectic stance on psychological research. This volume reflects upon the historical and contemporary place of qualitative methods in psychology and considers future possibilities for further integration of these methods in the discipline. Scholars representing a wide-range of perspectives in qualitative and theoretical psychology reflect on the historical and contemporary positions of qualitative methods in psychology with an eye to the future of research and theory in the discipline. This book encourages a more critical and inclusive stance on research, recognizing both the limits and contributions that different methodological approaches can make to the project of psychological knowledge.

This book investigates interaction-focused scholarship on online communication. It focuses on a broad range of online contexts including social media, dating apps, online comments, instant messaging and video-mediated interaction. Bringing together experts from a variety of scholarly backgrounds, chapters demonstrate how different microanalytic methods, including conversation analysis, membership categorization analysis and discursive psychology, can be applied to online communication. The book also goes on to address ethical, methodological and theoretical issues of analysing online social interaction. With the explosion of the use of online platforms for everyday and institutional interaction, this book is a timely collection which explores the current state of the field, and considers future directions for microanalysis of online communication.

This book provides a comprehensive historical account of the evolution of Sport and Exercise Psychology research, charting the progression of the field from the early days when well-controlled experimental research was the standard, to the subsequent paradigm war between positivism, post-positivism and constructivism. The book challenges current thinking and makes a plea for a move towards a future in which the accumulation of knowledge is at the core of Sport and Exercise research, rather than simply methods and measurements. The result is a critique not only of exercise and sport psychology, but of psychological research methods more broadly. It will be of great interest to researchers and students working in Sport Science, Research Methods, and Psychology.

Statistical Concepts-A First Course presents the first 10 chapters from An Introduction to Statistical Concepts, Fourth Edition. Designed for first and lower-level statistics courses, this book communicates a conceptual, intuitive understanding of statistics that does not assume extensive or recent training in mathematics and only requires a rudimentary knowledge of algebra. Covering the most basic statistical concepts, this book is designed to help readers really understand statistical concepts, in what situations they can be applied, and how to apply them to data. Specifically, the text covers basic descriptive statistics, including ways of representing data graphically, statistical measures that describe a set of data, the normal distribution and other types of standard scores, and an introduction to probability and sampling. The remainder of the text covers various inferential tests, including those involving tests of means (e.g., t tests), proportions, variances, and correlations. Providing accessible and comprehensive coverage of topics suitable for an undergraduate or graduate course in statistics, this book is an invaluable resource for students undertaking an introductory course in statistics in any number of social science and behavioral science disciplines.

New data have come to light through the Solution Focused Brief Therapy Association Archive (hereafter, the Archive). This information is drawn from manuscripts and video featuring one of the SF founders, Insoo Kim Berg, MSW. Archive video examples of Ms. Berg conducting supervision, therapy teams, and case consultation as well as unpublished manuscripts written by her provide unique opportunities to illustrate specific assumptions and techniques rarely seen before. The documents outline Ms. Berg's philosophy, assumptions, and techniques to conduct supervision, and the videos offer in vivo examples of her supervision and team/case consultation style. Together, the Archive materials offer a rich resource for a book that both informs and illustrates SFS .

Museum Objects, Health and Healing provides an innovative and interdisciplinary study of the relationship between objects, health and healing. Shedding light on the primacy of the human need for relationships with objects, the book explores what kind of implications these relationships might have on the exhibition experience. Merging museum and object studies, as well as psychotherapy and the psychology of well-being, the authors present a new theory entitled Psychotherapeutic Object Dynamics, which provides a cross- disciplinary study of the relationship between objects, health and well-being. Drawing on primary research in museums, psychotherapeutic settings and professional practice throughout the US, Canada, Bosnia-Herzegovina and the UK, the book provides an overview of the theory's origins, the breadth of its practical applications on a global level, and a framework for further understanding the potency of objects in exhibitions and daily life. Museum Objects, Health and Healing will be essential reading for academics, researchers and postgraduate students interested in museum studies, material culture, mental health, psychotherapy, art therapies and anthropology. It should also be valuable reading for a wide range of practitioners, including curators, exhibition designers, psychologists, and psychotherapists.

Gathering scholars from different disciplines, this book is the first on how to study emotions using sociological, historical, linguistic, anthropological, psychological, cultural, and mixed approaches. Bringing together the emerging lines of inquiry, it lays foundations for an overdue methodological debate. The volume offers entrancing short essays, richly illustrated with examples and anecdotes, that provide basic knowledge about how to pursue emotions in texts, interviews, observations, spoken language, visuals, historical documents, and surveys. The contributors are respectful of those being researched and are mindful of the effects of their own feelings on the conclusions. The book thus touches upon the ethics of research in vivid first person accounts. Methods are notoriously difficult to teach-this collection fills the gap between dry methods books and students' need to know more about the actual research practice.

How do parenting styles differ globally? How do different, international, parenting practices impact on children's development? Can we bring together and hybridise different international parenting styles? Intercultural Parenting explores the relationship between family, culture and parenting by reviewing established and evolving Western and Eastern parenting styles and their impact on children's development. Authoritarian, authoritative, permissive and neglecting approaches, as well as newer techniques such as helicopter parenting, are compared with filial, tiger and training approaches, and mixed parenting styles. Practical application sections show how cultural understanding can help demonstrate how professionals might use the information and ideas in their clinical work, whilst parental questionnaires encourage self-assessment and reflection. Dr. Foo Koong Hean brings together the traditional and evolving approaches to the art of parenting practices and also showcases relatively neglected research on Eastern parenting practices. This book is important reading for childcare professionals such as health visitors, early years' teachers and those in mental health, as well as students in family studies and developmental psychology.

The author's research has been directed towards inference involving observables rather than parameters. In this book, he brings together his views on predictive or observable inference and its advantages over parametric inference. While the book discusses a variety of approaches to prediction including those based on parametric, nonparametric, and nonstochastic statistical models, it is devoted mainly to predictive applications of the Bayesian approach. It not only substitutes predictive analyses for parametric analyses, but it also presents predictive analyses that have no real parametric analogues. It demonstrates that predictive inference can be a critical component of even strict parametric inference when dealing with interim analyses. This approach to predictive inference will be of interest to statisticians, psychologists, econometricians, and sociologists.

This core textbook offers an introduction to the basics of statistics that is uniquely suited to behavioural science students. The book offers coverage anchored to real-world stories, a highly visual approach, helpful mathematical support, and useful step-by-step examples. The book focuses on emerging trends that are redefining contemporary behavioural statistics.This textbook helps you get to grips with a challenging subject in an enjoyable and engaging way. The book can also be purchased with the breakthrough online resource, LaunchPad, which offers innovative media content, curated and organised for easy assignability. LaunchPad's intuitive interface presents quizzing, flashcards, animations and much more to make learning actively engaging.

This volume focuses on the abuse of statistical inference in scientific and statistical literature, as well as in a variety of other sources, presenting examples of misused statistics to show that many scientists and statisticians are unaware of, or unwilling to challenge the chaotic state of statistical practices.;The book: provides examples of ubiquitous statistical tests taken from the biomedical and behavioural sciences, economics and the statistical literature; discusses conflicting views of randomization, emphasizing certain aspects of induction and epistemology; reveals fallacious practices in statistical causal inference, stressing the misuse of regression models and time-series analysis as instant formulas to draw causal relationships; treats constructive uses of statistics, such as a modern version of Fisher's puzzle, Bayesian analysis, Shewhart control chart, descriptive statistics, chi-square test, nonlinear modeling, spectral estimation and Markov processes in quality control.

This first monograph of its kind introduces the reader to fundamental definitions, key concepts and case studies addressing the following issues of rapidly growing relevance for online communities: What are emotions? How do they emerge, how are they transmitted? How can one measure emotional states? What are cyberemotions? When do emotions and cyberemotions become collective phenomena? How can one model emotions and their changes? What role do emotions play for on-line communities? Edited and authored by leading scientists in this field, this book is a comprehensive reference for anyone working on applications of complex systems methods in the social sciences, as well as for social scientists, psychologists, experts in on-line communities and computer scientists. This book provides an excellent overview of the current state-of-art in research on collective emotional interactions mediated by the Internet. It introduces a reader in social phenomena occurring in cyberspace, algorithms needed for automatic sentiment detection and data driven modeling of emotional patterns observed in on-line groups. Eugene Stanley, Professor, Boston UniversityWith the explosive hyper-exponential growth of the internet suddenly new ways of communication are emerging that give rise to a digital 'Homo empathicus', each of us suddenly being able to share thoughts and feelings with millions if not billions of others. This book is a true treat, a timely milestone that gives us insight in the co-evolution of the way we interact with each other and the communication technology provided through this new seemingly endless flexible digital world. Prof. Holyst did a great job bringing together real experts in the field of cyber emotions.Peter M.A. Sloot, Professor, University of Amsterdam, the Netherlands, Nanyang University, Singapore The book Cyberemotions embraces the topic of emotion studies in cyberspace from a very rich spectrum of points of view and applications. It is particularly interesting reading the theoretical foundations underlying the concepts of cyberemotions and how these concepts can be captured, modeled and implemented in real-time applications. Catherine Pelachaud, Director of Research CNRS at LTCI, TELECOM ParisTechLogical machines give us a chance to analyze our often illogical behaviors, especially in the vast meadows of the cyberspace. In this important book, authors of different backgrounds present a wide and deep image, not only of methods of analyzing our emotional behavior online but also how the computers can help to break communicational walls the same technology had built. Rafal Rzepka, Professor, Hokkaido University

Proposing Empirical Research: A Guide to the Fundamentals provides step-by-step instructions for students who will be writing their first research proposal in the social and behavioral sciences and using both quantitative and qualitative methods. The structure of the book enables students to work independently with confidence while writing the first drafts of their proposals. Each major section is divided into short topics and for each topic, students are asked to complete an exercise that leads them toward the goal of preparing a proposal. Numerous illustrative examples throughout the book make the recommendations for proposal writing come alive. In addition, the 10 model proposals provided at the end of the book illustrate proposal writing and provide material for classroom discussions. New to the Sixth Edition: Updates throughout to reflect research and learning in the digital/online environment, e.g., online surveys, digital organization tools, digital recruitment methods for research, and digital databases, records, and archives. Discussion of qualitative methods. Updated references, model proposals, end of chapter exercises etc. Proposing Empirical Research is ideal for use in research methods classes where students write a proposal as a term project, thesis/dissertation preparation classes, senior research seminars where proposing and conducting research is a culminating undergraduate activity, and any graduate-level seminar in which the instructor wants to incorporate a project that will engage students in critical thinking about the content area.

Data Analysis of Asymmetric Structures provides a comprehensive presentation of a variety of models and theories for the analysis of asymmetry and its applications and provides a wealth of new approaches in every section. It meets both the practical and theoretical needs of research professionals across a wide range of disciplines and considers data analysis in fields such as psychology, sociology, social science, ecology, and marketing. In seven comprehensive chapters this guide details theories, methods, and models for the analysis of asymmetric structures in a variety of disciplines and presents future opportunities and challenges affecting research developments and business applications.

Written by expert authors Kristina Breaux and Elizabeth Lichtenberger, Essentials of KTEA-3 and WIAT-III Assessment offers up-to-date, comprehensive, step-by-step instruction in the accurate and effective use of the newest editions of the Kaufman Test of Educational Achievement (KTEA-3) Comprehensive Form, KTEA-3 Brief Form, and the Wechsler Individual Achievement Test (WIAT-III). Designed to provide in-depth information in an easy to use reference format, the book provides guidelines and tips for administration, scoring, and interpretation that go beyond the information provided in the test manuals. A complete guide is included for digital administration and scoring using Q-interactive, automated scoring using Q-global, and hand scoring. Essentials of KTEA-3 and WIAT-III Assessment makes score interpretation easier by explaining what each score measures and the implications of a high or low score. Learn how to increase the diagnostic utility of the KTEA-3 and WIAT-III by taking full advantage of their capabilities for error analysis, qualitative observations, and progress monitoring, and by pairing the results with measures of cognitive ability such as the WISC-V and KABC-II. Clinicians will find a helpful discussion of how these tests may be interpreted using either a CHC or neuropsychological approach to assessment. Case studies illustrate the use of these tests to respond to various referral concerns. Annotations within each case report provide a window into the mind of the examiner throughout the assessment process. This book provides a depth and breadth of understanding that is appropriate for all assessment professionals, regardless of their level of training or experience. Extensive illustrations, call-out boxes, and "Test Yourself" questions help students and clinicians quickly absorb the information they need. Essentials of KTEA-3 and WIAT-III Assessment is the clear, focused guide to using these tests to their fullest potential.

The arrival of the computer in educational and psychological testing has led to the current popularity of adaptive testing---a testing format in which the computer uses statistical information about the test items to automatically adapt their selection to a real-time update of the test taker's ability estimate. This book covers such key features of adaptive testing as item selection and ability estimation, adaptive testing with multidimensional abilities, sequencing adaptive test batteries, multistage adaptive testing, item-pool design and maintenance, estimation of item and item-family parameters, item and person fit, as well as adaptive mastery and classification testing. It also shows how these features are used in the daily operations of several large-scale adaptive testing programs.

This book provides an outline and critical discussion of the characteristics of mindfulness-based interventions (MBIs) research. Since the first reports on the use of mindfulness practices in health interventions, a large body of research literature has emerged to document the effectiveness of MBIs for reducing psychological distress and to increase well-being. The integration of mindfulness into very diverse psychological theories makes it a unique concept in psychology that has generated a large amount of interest both in academic research but also the broader media. With this growing literature, mindfulness researchers have also recognised the need to be more critical of its developments, such as how MBIs are presented to the public or what types of research methods are used to test claims of an MBI's effectiveness. This book examines the large variety of approaches in which MBIs have been studied, including an outline of the philosophical underpinnings of MBI research, definition and measurement of mindfulness, the use of qualitative and quantitative research methods, research design, and research that addresses cultural and religious factors. The book contributes to increased awareness of the current direction of MBI research and thus seeks to contribute to further methodological refinement and sophistication of the research field. This book on the characteristics of research on MBIs is a must read for any researcher or practitioner interested in this fascinating topic.

Philosophical and Empirical Approaches to Psychology: Mentalism vs. Anti-Mentalism philosophically analyzes four different approaches to psychology: introspectionism, behaviourism, cognitive psychology, and cognitive neuroscience to explore the concept of "the mind," which developed from the late nineteenth and early twentieth century up through present day psychology. The resulting ideas originating from these approaches are divided into two main groups in this book, mentalism (whose supporters assume that mind is not reducible to something else) and anti-mentalism (whose supporters assume that mind is indeed reducible to something else). This book argues that adopting one idea over another can have a profound influence in a psychologist's research. Further, the author shows that some controversial psychological notions like "consciousness" pertain to a particular mentalistic approach. Many psychologists do not consider such notions scientific, but he argues that this depends upon their adherence to a certain anti-mentalistic approach or to a specific mentalistic perspective. The book examines these issues by assessing experimental psychology in relation to neurobiology and philosophy, offering an integration of philosophical and theoretical chapters along with empirical and experimental chapters. Theoretically, the arguments draw from philosophy of psychology and experimental psychology. Using empirical research, Philosophical and Empirical Approaches to Psychology examines the role of the various mentalistic and anti-mentalistic approaches to psychology by integrating epistemological analysis and empirical research.

Since the development of the first intelligence test in the early 20th century, educational and psychological tests have become important measurement techniques to quantify human behavior. Focusing on this ubiquitous yet fruitful area of research, Statistical Test Theoryfor the Behavioral Sciences provides both a broad overview and a critical survey of assorted testing theories and models used in psychology, education, and other behavioral science fields. Following a logical progression from basic concepts to more advanced topics, the book first explains classical test theory, covering true score, measurement error, and reliability. It then presents generalizability theory, which provides a framework to deal with various aspects of test scores. In addition, the authors discuss the concept of validity in testing, offering a strategy for evidence-based validity. In the two chapters devoted to item response theory (IRT), the book explores item response models, such as the Rasch model, and applications, including computerized adaptive testing (CAT). The last chapter looks at some methods used to equate tests. Equipped with the essential material found in this book, advanced undergraduate and graduate students in the behavioral sciences as well as researchers involved in measurement and testing will gain valuable insight into the research methodologies and statistical data analyses of behavioral testing.

Applied Power Analysis for the Behavioral Sciences is a practical "how-to" guide to conducting statistical power analyses for psychology and related fields. The book provides a guide to conducting analyses that is appropriate for researchers and students, including those with limited quantitative backgrounds. With practical use in mind, the text provides detailed coverage of topics such as how to estimate expected effect sizes and power analyses for complex designs. The topical coverage of the text, an applied approach, in-depth coverage of popular statistical procedures, and a focus on conducting analyses using R make the text a unique contribution to the power literature. To facilitate application and usability, the text includes ready-to-use R code developed for the text. An accompanying R package called pwr2ppl (available at https://github.com/chrisaberson/pwr2ppl) provides tools for conducting power analyses across each topic covered in the text.