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Author: Alexander von Eye
Publisher: Guilford Press
ISBN: 1606237195
Category : Psychology
Languages : en
Pages : 321
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Book Description
Using real-world data examples, this authoritative book shows how to use the latest configural frequency analysis (CFA) techniques to analyze categorical data. Some of the techniques are presented here for the first time. In contrast to such methods as log-linear modeling, which focus on relationships among variables, CFA allows researchers to evaluate differences and change at the level of individual cells in a table. Illustrated are ways to identify and test for cell configurations that are either consistent with or contrary to hypothesized patterns (the types and antitypes of CFA); control for potential covariates that might influence observed results; develop innovative prediction models; address questions of moderation and mediation; and analyze intensive longitudinal data. The book also describes free software applications for executing CFA. This book will be invaluable to researchers and graduate students in psychology, education, management, public health, sociology, and other social, behavioral, and health science disciplines. It will also serve as a supplemental text in graduate-level courses on categorical data analysis, longitudinal analysis, and person-oriented research.
Author: Alexander von Eye
Publisher: Guilford Press
ISBN: 1606237209
Category : Psychology
Languages : en
Pages : 321
Get Book Here
Book Description
Using real-world data examples, this authoritative book shows how to use the latest configural frequency analysis (CFA) techniques to analyze categorical data. Some of the techniques are presented here for the first time. In contrast to methods that focus on relationships among variables, such as log-linear modeling, CFA allows researchers to evaluate differences and change at the level of individual cells in a table. Illustrated are ways to identify and test for cell configurations that are either consistent with or contrary to hypothesized patterns (the types and antitypes of CFA); control for potential covariates that might influence observed results; develop innovative prediction models; address questions of moderation and mediation; and analyze intensive longitudinal data. The book also describes free software applications for executing CFA.
Author: Alexander von Eye
Publisher: Guilford Press
ISBN: 1606237195
Category : Psychology
Languages : en
Pages : 321
Get Book Here
Book Description
Using real-world data examples, this authoritative book shows how to use the latest configural frequency analysis (CFA) techniques to analyze categorical data. Some of the techniques are presented here for the first time. In contrast to such methods as log-linear modeling, which focus on relationships among variables, CFA allows researchers to evaluate differences and change at the level of individual cells in a table. Illustrated are ways to identify and test for cell configurations that are either consistent with or contrary to hypothesized patterns (the types and antitypes of CFA); control for potential covariates that might influence observed results; develop innovative prediction models; address questions of moderation and mediation; and analyze intensive longitudinal data. The book also describes free software applications for executing CFA. This book will be invaluable to researchers and graduate students in psychology, education, management, public health, sociology, and other social, behavioral, and health science disciplines. It will also serve as a supplemental text in graduate-level courses on categorical data analysis, longitudinal analysis, and person-oriented research.
Author: Alexander von Eye
Publisher: Springer Nature
ISBN: 3662640082
Category : Social Science
Languages : en
Pages : 401
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Book Description
This unique book provides a comprehensive and detailed coverage of configural frequency analysis (CFA), the most useful method of analysis of categorical data in person-oriented research. It presents the foundations, methods, and models of CFA and features numerous empirical data examples from a range of disciplines that can be reproduced by the readers. It also addresses computer applications, including relevant R packages and modules. Configural frequency analysis is a statistical method that allows the processing of important and interesting questions in categorical data. The perspective of CFA differs from the usual perspective of relations among variables; its focus is on patterns of variable categories that stand out with respect to specific hypotheses, and as such, CFA allows for testing numerous substantive hypotheses. The book describes the origins of CFA and their relation to chi-square analysis as well as the developments that are based on log-linear modeling. The models covered range from simple models of variable independence to complex models that are needed when causal hypotheses are tested. Empirical data examples are provided for each model. New models are introduced for person-oriented mediation analysis and locally optimized time series analysis, and new results concerning the characteristics of CFA methods are bolstered using Monte Carlo simulations. Primarily intended for researchers and students in the social and behavioral sciences, the book will also appeal to anyone who deals with categorical data from a person-centered perspective.
Author: Alexander von Eye
Publisher: Cambridge University Press
ISBN: 9780521380904
Category : Psychology
Languages : en
Pages : 306
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Book Description
This is a comprehensive introduction to configural frequency analysis, its rationale, and various modifications. When more individuals than expected display a pattern of characteristics, these individuals belong to a type. When fewer individuals than expected display a pattern they belong to an antitype. This book deals with methods that focus on groups of subjects in contingency tables. A many-faceted statistical method, CFA is useful whenever categorical variables are analyzed. The original contribution of this text is the linking of CFA to log-linear modeling and the general linear model, enabling the reader to relate CFA to a well-known statistical background.
Author: Marco Condorelli
Publisher: Cambridge University Press
ISBN: 110864094X
Category : Language Arts & Disciplines
Languages : en
Pages : 325
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Book Description
The early modern period is a key historical era for the standardisation of languages in Europe, in which orthographies played an important role. This book traces the development of European spelling systems in the early modern era, and is unique in bringing together several strands of historical research, across a diverse range of Germanic, Romance and Slavic languages, including Polish, German, French, Spanish, Lithuanian, Czech, Croatian and English. Whilst each chapter includes a case study on a particular language or script, the volume in general follows a broad thread of discussion based on models and methods relevant to many languages, showing how empirical approaches can be applied across languages to enrich the field of historical orthography as a whole. The first volume to diachronically explore the standardization of spelling systems from a cross-linguistic perspective, this is an invaluable resource for specialists and those interested in historical European studies more broadly.
Author: Dieter Rasch
Publisher: John Wiley & Sons
ISBN: 1119952026
Category : Psychology
Languages : en
Pages : 565
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Book Description
Statistics in Psychology covers all statistical methods needed in education and research in psychology. This book looks at research questions when planning data sampling, that is to design the intended study and to calculate the sample sizes in advance. In other words, no analysis applies if the minimum size is not determined in order to fulfil certain precision requirements. The book looks at the process of empirical research into the following seven stages: Formulation of the problem Stipulation of the precision requirements Selecting the statistical model for the planning and analysis The (optimal) design of the experiment or survey Performing the experiment or the survey Statistical analysis of the observed results Interpretation of the results.
Author: Richard M. Lerner
Publisher: John Wiley & Sons
ISBN: 1118204689
Category : Education
Languages : en
Pages : 113
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Book Description
Opening with a discussion on the need to integrate self-regulation processes and to create a life-span oriented framework of these processes, this volume explores several perspectives in the current scholarship. Chapter contributors examine theoretical concepts including Vygotsky/Luria Insights in the Development of Executive Functions Self-Regulation and Academic Achievement in Elementary School Children Influences of Children?s and Adolescents? Action-Control Processes on School Achievement, Peer Relationships, and Coping with Challenging Life Events Intentional Self-Regulation, Ecological Assets, and Thriving in Adolescence: A Developmental Systems Model and a Life-Span, Relational, Public Health Model of Self- Regulation: Impact on Individual and Community Health The volume concludes with New Directions for Child and Adolescent Development series editor-in-chief Reed W. Larson discussing the challenges reported by youth working on arts, technology, and social justice projects in organized programs and how they learn to address them. This is the 133nd volume of the Jossey-Bass quarterly report series New Directions for Child and Adolescent Development. The mission of this series is to provide scientific and scholarly presentations on cutting edge issues and concepts in the field of child and adolescent development. Each volume focuses on a specific new direction or research topic, and is edited by an expert or experts on that topic.
Author: Pascal Hohaus
Publisher: Springer Nature
ISBN: 3476056430
Category : Foreign Language Study
Languages : en
Pages : 296
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Book Description
This study is concerned with the use of the English modals (may, might,can, could, shall, should, will, would and must) in adverbial, relative and complement clauses. It employs synchronic data from the British National Corpus and quantitative methods to investigate similarities and differences between the core modals, as well as modal-specific preferences in subordinate clauses. The main finding is that modal verbs in subordinate clauses may be conceived of as meso-constructions and that they qualify as micro-constructions once further syntagmatic features are considered. This allows for distinguishing modal verb phrases with different degrees of complexity, schematicity, productivity and subjectivity. Further applications give us insights into collocations, modal harmony, semantic preference, and the attraction of dynamic meaning to relative clauses.
Author: Todd D. Little
Publisher: Oxford University Press
ISBN: 0199934908
Category : Psychology
Languages : en
Pages : 784
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Book Description
Research today demands the application of sophisticated and powerful research tools. Fulfilling this need, The Oxford Handbook of Quantitative Methods is the complete tool box to deliver the most valid and generalizable answers to todays complex research questions. It is a one-stop source for learning and reviewing current best-practices in quantitative methods as practiced in the social, behavioral, and educational sciences. Comprising two volumes, this handbook covers a wealth of topics related to quantitative research methods. It begins with essential philosophical and ethical issues related to science and quantitative research. It then addresses core measurement topics before delving into the design of studies. Principal issues related to modern estimation and mathematical modeling are also detailed. Topics in the handbook then segway into the realm of statistical inference and modeling with chapters dedicated to classical approaches as well as modern latent variable approaches. Numerous chapters associated with longitudinal data and more specialized techniques round out this broad selection of topics. Comprehensive, authoritative, and user-friendly, this two-volume set will be an indispensable resource for serious researchers across the social, behavioral, and educational sciences.
Author: Sandra Pereira
Publisher: Cambridge Scholars Publishing
ISBN: 1443895571
Category :
Languages : en
Pages : 298
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Book Description
Recent studies on the syntax and semantics of complex sentences have dealt with several challenges to the traditional boundaries between coordination and subordination. Some constructions belong to one of the two types according to syntactic criteria but relate to the other type on semantic grounds, whereas other constructions are not compatible with either the canonical syntactic or semantic tests traditionally employed to establish this distinction. Other constructions, by contrast, seem to have evolved in such a way that they now cross the divide between both types. The collection of papers in this volume delves further into the theoretical implications of previous analyses and focuses on a wide array of data from different languages, taking those challenges as a point of departure to develop innovative perspectives and to advance thought-provoking ideas.
