Quantitative Models In Psychology

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Quantitative Models in Psychology

Robert E. McGrath
Quantitative Models in Psychology Book PDF

Author : Robert E. McGrath
Publisher : Unknown
Page : 241 pages
File Size : 53,5 Mb
Release : 2011
Category : Psychology
ISBN : 1433809605

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Quantitative Models in Psychology by Robert E. McGrath Pdf

"Training in quantitative methods primarily involves studying the mechanics of statistics or, in other words, the 'how' of data analysis. What is less studied is the 'why,' or the foundational theory underlying these concepts. Using the organizing principle that quantitative methods are the building blocks of models, this book focuses on models of inference, models of measurement, and the modeling of psychological phenomena. With clear prose and a reader-friendly format, McGrath introduces a conceptual framework for the entire spectrum of quantitative modeling procedures used in psychology while providing a solid grounding in its methods and practices. Featuring cutting-edge developments in research methodologies and examples taken from published studies, this book will walk you through: (1) Inferential statistics and quantitative modeling of psychological phenomena; (2) The logic and limits of null hypothesis significance testing; (3) Alternatives to significance testing, including confidence intervals, meta-analysis, and Bayesian methods; (4) Models of measurement error; (5) Latent-variable models; (6) The mathematical qualities of quantitative variables, and (7) The modeling of psychological phenomena, including such concepts as moderation and mediation. The result is a comprehensive survey of quantitative methods and concepts in psychology that covers everything needed at the graduate level and beyond, including generalizing from samples to populations, using measurement instruments to generate quantitative scales, and modeling real-world patterns and relationships. This book presents the most important and practically relevant quantitative models for the behavioral and social sciences and encourages psychologists and graduate students to think critically about the limitations of the methods currently in use"--Publicity materials. (PsycINFO Database Record (c) 2011 APA, all rights reserved).

Quantitative Models in Psychology

Robert E. McGrath
Quantitative Models in Psychology Book PDF

Author : Robert E. McGrath
Publisher : American Psychological Association (APA)
Page : 0 pages
File Size : 51,5 Mb
Release : 2011
Category : Psychology
ISBN : 1433809591

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Quantitative Models in Psychology by Robert E. McGrath Pdf

Robert E. McGrath offers a comprehensive survey of quantitative methods and concepts in psychology that covers everything needed at the graduate level and beyond.

The SAGE Handbook of Quantitative Methods in Psychology

Roger E Millsap,Alberto Maydeu-Olivares
The SAGE Handbook of Quantitative Methods in Psychology Book PDF

Author : Roger E Millsap,Alberto Maydeu-Olivares
Publisher : SAGE
Page : 801 pages
File Size : 49,7 Mb
Release : 2009-07-23
Category : Psychology
ISBN : 9781446206676

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The SAGE Handbook of Quantitative Methods in Psychology by Roger E Millsap,Alberto Maydeu-Olivares Pdf

`I often... wonder to myself whether the field needs another book, handbook, or encyclopedia on this topic. In this case I think that the answer is truly yes. The handbook is well focused on important issues in the field, and the chapters are written by recognized authorities in their fields. The book should appeal to anyone who wants an understanding of important topics that frequently go uncovered in graduate education in psychology′ - David C Howell, Professor Emeritus, University of Vermont Quantitative psychology is arguably one of the oldest disciplines within the field of psychology and nearly all psychologists are exposed to quantitative psychology in some form. While textbooks in statistics, research methods and psychological measurement exist, none offer a unified treatment of quantitative psychology. The SAGE Handbook of Quantitative Methods in Psychology does just that. Each chapter covers a methodological topic with equal attention paid to established theory and the challenges facing methodologists as they address new research questions using that particular methodology. The reader will come away from each chapter with a greater understanding of the methodology being addressed as well as an understanding of the directions for future developments within that methodological area. Drawing on a global scholarship, the Handbook is divided into seven parts: Part One: Design and Inference: addresses issues in the inference of causal relations from experimental and non-experimental research, along with the design of true experiments and quasi-experiments, and the problem of missing data due to various influences such as attrition or non-compliance. Part Two: Measurement Theory: begins with a chapter on classical test theory, followed by the common factor analysis model as a model for psychological measurement. The models for continuous latent variables in item-response theory are covered next, followed by a chapter on discrete latent variable models as represented in latent class analysis. Part Three: Scaling Methods: covers metric and non-metric scaling methods as developed in multidimensional scaling, followed by consideration of the scaling of discrete measures as found in dual scaling and correspondence analysis. Models for preference data such as those found in random utility theory are covered next. Part Four: Data Analysis: includes chapters on regression models, categorical data analysis, multilevel or hierarchical models, resampling methods, robust data analysis, meta-analysis, Bayesian data analysis, and cluster analysis. Part Five: Structural Equation Models: addresses topics in general structural equation modeling, nonlinear structural equation models, mixture models, and multilevel structural equation models. Part Six: Longitudinal Models: covers the analysis of longitudinal data via mixed modeling, time series analysis and event history analysis. Part Seven: Specialized Models: covers specific topics including the analysis of neuro-imaging data and functional data-analysis.

Quantitative Psychology Research

Roger E. Millsap,Daniel M. Bolt,L. Andries van der Ark,Wen-Chung Wang
Quantitative Psychology Research Book PDF

Author : Roger E. Millsap,Daniel M. Bolt,L. Andries van der Ark,Wen-Chung Wang
Publisher : Springer
Page : 486 pages
File Size : 50,7 Mb
Release : 2014-11-26
Category : Social Science
ISBN : 9783319075037

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Quantitative Psychology Research by Roger E. Millsap,Daniel M. Bolt,L. Andries van der Ark,Wen-Chung Wang Pdf

The 78th Annual Meeting of the Psychometric Society (IMPS) builds on the Psychometric Society's mission to share quantitative methods relevant to psychology. The chapters of this volume present cutting-edge work in the field. Topics include studies of item response theory, computerized adaptive testing, cognitive diagnostic modeling, and psychological scaling. Additional psychometric topics relate to structural equation modeling, factor analysis, causal modeling, mediation, missing data methods, and longitudinal data analysis, among others. The papers in this volume will be especially useful for researchers in the social sciences who use quantitative methods. Prior knowledge of statistical methods is recommended. The 78th annual meeting took place in Arnhem, The Netherlands between July 22nd and 26th, 2013. The previous volume to showcase work from the Psychometric Society’s Meeting is New Developments in Quantitative Psychology: Presentations from the 77th Annual Psychometric Society Meeting (Springer, 2014).

Mixing Methods in Psychology

Zazie Todd,Brigitte Nerlich,Suzanne McKeown,David D. Clarke
Mixing Methods in Psychology Book PDF

Author : Zazie Todd,Brigitte Nerlich,Suzanne McKeown,David D. Clarke
Publisher : Psychology Press
Page : 256 pages
File Size : 46,7 Mb
Release : 2004-08-02
Category : Psychology
ISBN : 9781134663859

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Mixing Methods in Psychology by Zazie Todd,Brigitte Nerlich,Suzanne McKeown,David D. Clarke Pdf

This book looks in detail at the problems involved in attempting to reconcile qualitative and quantitative methods, providing both theoretical and methodological guidance as well as practical examples of how methods can be fruitfully combined.

Handbook of Research and Quantitative Methods in Psychology

R.M. Yaremko,Herbert Harari,Robert C. Harrison,Elizabeth Lynn
Handbook of Research and Quantitative Methods in Psychology Book PDF

Author : R.M. Yaremko,Herbert Harari,Robert C. Harrison,Elizabeth Lynn
Publisher : Psychology Press
Page : 370 pages
File Size : 53,9 Mb
Release : 2013-05-13
Category : Psychology
ISBN : 9781135059804

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Handbook of Research and Quantitative Methods in Psychology by R.M. Yaremko,Herbert Harari,Robert C. Harrison,Elizabeth Lynn Pdf

This comprehensive reference organizes extensive definitions and examples of key concepts in quantitative research into a single, convenient source. Alphabetically arranged and cross-referenced, The Handbook of Research and Quantitative Methods In Psychology presents: * experimental procedures, * research designs, * statistical methods, * information theory, * psychophysics, * behavioral terminology, * scaling and testing.

The Oxford Handbook of Quantitative Methods in Psychology, Vol. 1

Todd D. Little
The Oxford Handbook of Quantitative Methods in Psychology Vol 1 Book PDF

Author : Todd D. Little
Publisher : Oxford University Press
Page : 507 pages
File Size : 44,9 Mb
Release : 2013-03-21
Category : Medical
ISBN : 9780199934874

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The Oxford Handbook of Quantitative Methods in Psychology, Vol. 1 by Todd D. Little Pdf

The Oxford Handbook of Quantitative Methods in Psychology provides an accessible and comprehensive review of the current state-of-the-science and a one-stop source for learning and reviewing current best-practices in a quantitative methods across the social, behavioral, and educational sciences.

Quantitative Psychology

Marie Wiberg,Dylan Molenaar,Jorge González,Ulf Böckenholt,Jee-Seon Kim
Quantitative Psychology Book PDF

Author : Marie Wiberg,Dylan Molenaar,Jorge González,Ulf Böckenholt,Jee-Seon Kim
Publisher : Springer
Page : 0 pages
File Size : 51,7 Mb
Release : 2022-07-24
Category : Social Science
ISBN : 3030747743

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Quantitative Psychology by Marie Wiberg,Dylan Molenaar,Jorge González,Ulf Böckenholt,Jee-Seon Kim Pdf

This proceedings volume highlights the latest research and developments in psychometrics and statistics. It represents selected and peer-reviewed presentations given at the 85th Annual International Meeting of the Psychometric Society (IMPS), held virtually on July 13-17, 2020. The IMPS is one of the largest international meetings on quantitative measurement in education, psychology and the social sciences. It draws approximately 500 participants from around the world, featuring paper and poster presentations, symposiums, workshops, keynotes, and invited presentations. Leading experts and promising young researchers have written the included chapters. The chapters address a wide variety of topics including but not limited to item response theory, adaptive testing, Bayesian estimation, propensity scores, and cognitive diagnostic models. This volume is the 9th in a series of recent works to cover research presented at the IMPS.

The Oxford Handbook of Quantitative Methods in Psychology: Vol. 2

Todd D. Little
The Oxford Handbook of Quantitative Methods in Psychology Vol 2 Book PDF

Author : Todd D. Little
Publisher : Unknown
Page : 785 pages
File Size : 50,5 Mb
Release : 2013-03-21
Category : Psychology
ISBN : 9780199934898

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The Oxford Handbook of Quantitative Methods in Psychology: Vol. 2 by Todd D. Little Pdf

The Oxford Handbook of Quantitative Methods in Psychology provides an accessible and comprehensive review of the current state-of-the-science and a one-stop source for learning and reviewing current best-practices in a quantitative methods across the social, behavioral, and educational sciences.

Creating Models in Psychological Research

Olivier Mesly
Creating Models in Psychological Research Book PDF

Author : Olivier Mesly
Publisher : Springer
Page : 134 pages
File Size : 42,8 Mb
Release : 2015-03-21
Category : Psychology
ISBN : 9783319157535

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Creating Models in Psychological Research by Olivier Mesly Pdf

This concise reference serves as a companion to traditional research texts by focusing on such essentials as model construction, robust methodologies and defending a compelling hypothesis. Designed to wean Master's and doctorate-level students as well as new researchers from their comfort zones, the book challenges readers to engage in multi-method approaches to answering multidisciplinary questions. The result is a step-by-step framework for producing well-organized, credible papers based on rigorous, error-free data. The text begins with a brief grounding in the intellectual attitude and logical stance that underlie good research and how they relate to steps such as refining a topic, creating workable models and building the right amount of complexity. Accessible examples from psychology and business help readers grasp the fine points of observations, interviewing, simulations, interpreting and finalizing data and presenting results. Fleshed out with figures, tables, key terms, tips, and questions, this book acts as both a friendly lecturer and a multilevel reality check.

Mixing Methods in Psychology

Zazie Todd,Brigitte Nerlich,Suzanne McKeown,David D. Clarke
Mixing Methods in Psychology Book PDF

Author : Zazie Todd,Brigitte Nerlich,Suzanne McKeown,David D. Clarke
Publisher : Psychology Press
Page : 264 pages
File Size : 53,5 Mb
Release : 2004-08-02
Category : Psychology
ISBN : 9781134663842

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Mixing Methods in Psychology by Zazie Todd,Brigitte Nerlich,Suzanne McKeown,David D. Clarke Pdf

Can qualitative and quantitative methods be combined effectively in psychology? What are the practical and theoretical issues involved? Should different criteria be used to judge qualitative and quantitative research? The acceptance of qualitative research methods in psychology has lead to a split between qualitative and quantitative methods and has raised questions about how best to assess the validity of research practice. While the two approaches have traditionally been seen as competing paradigms, more recently, researchers have begun to argue that the divide is artificial. Mixing Methods in Psychology looks in detail at the problems involved in attempting to reconcile qualitative and quantitative methods both within and across subjects. All angles of the debate are discussed, covering areas as diverse as health, education, social, clinical and economic psychology. The contributors, who are some of the leading figures in the field, present theoretical and methodological guidance as well as practical examples of how quantitative and qualitative methods can be fruitfully combined. By aiming to bridge the gap between the two methods, this book reveals how each can inform the other to produce more accurate theories and models of human behaviour. This groundbreaking text will be essential reading for students and researchers wishing to combine methods, or for anyone who simply wants to get a better understanding of the debate.

The Oxford Handbook of Quantitative Methods

Todd D. Little
The Oxford Handbook of Quantitative Methods Book PDF

Author : Todd D. Little
Publisher : Oxford Library of Psychology
Page : 536 pages
File Size : 53,7 Mb
Release : 2014
Category : Psychology
ISBN : 9780199370153

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The Oxford Handbook of Quantitative Methods by Todd D. Little Pdf

This two-volume handbook on current best-practices in quantitative methods as practiced in the social, behavioral, and educational sciences covers philosophical and ethical issues, theory construction, model building and types of models, survey and experiment design, measurement issues, observational methods, statistical methods, types of analysis, types of data, and common research fallacies.

Qualitative Methods In Psychology: A Research Guide

Banister, Peter,Bunn, Geoff,Burman, Erica
Qualitative Methods In Psychology A Research Guide Book PDF

Author : Banister, Peter,Bunn, Geoff,Burman, Erica
Publisher : McGraw-Hill Education (UK)
Page : 250 pages
File Size : 47,9 Mb
Release : 2011-10-01
Category : Psychology
ISBN : 9780335243051

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Qualitative Methods In Psychology: A Research Guide by Banister, Peter,Bunn, Geoff,Burman, Erica Pdf

"This book provides an introduction to four widely used qualitative research methods, followed by a detailed discussion of a pluralistic approach to qualitative research…makes exceellent use of questions both in order to help the reader gain clarity as well as to encourage reflexivity"The Psychologist, May 2012

A Conceptual Introduction To Modeling

David W. Britt
A Conceptual Introduction To Modeling Book PDF

Author : David W. Britt
Publisher : Psychology Press
Page : 230 pages
File Size : 41,5 Mb
Release : 2014-03-05
Category : Psychology
ISBN : 9781317779421

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A Conceptual Introduction To Modeling by David W. Britt Pdf

When seeking to test specific hypotheses in large data sets, social and behavioral scientists often construct models. Although useful in such situations, many phenomena of interest do not occur in large samples and do not lend themselves to precise measurement. In addition, a focus on hypothesis testing can constrict the potential use of models as organizing devices for emerging patterns -- summaries of what we believe we know about the dynamics of situation. This book bridges the gap between "quantitative" and "qualitative" modelers to reconcile the need to impose rigor and to understand the influence of context. Although there are many different uses for models, there is also the realistic possibility of doing credible research without their use. A critical reexamination of the assumptions used in quantitatively-oriented models, however, suggests ways to increase their effectiveness as organizers of both quantitative and qualitative data. Students of methods in psychology, sociology, education, management, social work, and public health -- and their instructors -- are increasingly expected to become familiar with both quantitative and qualitative approaches. Unfortunately, they find few vehicles for communication regarding the implications of overlapping work between the two approaches. Using models as organizing devices for a better dialogue between assumptions and data might facilitate this communication process.

Quantitative Psychology

Marie Wiberg,Steven Culpepper,Rianne Janssen,Jorge González,Dylan Molenaar
Quantitative Psychology Book PDF

Author : Marie Wiberg,Steven Culpepper,Rianne Janssen,Jorge González,Dylan Molenaar
Publisher : Springer
Page : 0 pages
File Size : 42,6 Mb
Release : 2019-05-18
Category : Social Science
ISBN : 303001309X

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Quantitative Psychology by Marie Wiberg,Steven Culpepper,Rianne Janssen,Jorge González,Dylan Molenaar Pdf

This proceedings volume highlights the latest research and developments in psychometrics and statistics. This book compiles and expands on selected and peer reviewed presentations given at the 83rd Annual International Meeting of the Psychometric Society (IMPS), organized by Columbia University and held in New York, USA July 9th to 13th, 2018. The IMPS is one of the largest international meetings on quantitative measurement in education, psychology and the social sciences. The last couple of years it has attracted more than 500 participants and more than 250 paper presentations from researchers around the world. Leading experts in the world and promising young researchers have written the 38 chapters. The chapters address a large variety of topics including but not limited to item response theory, multistage adaptive testing, and cognitive diagnostic models. This volume is the 7th in a series of recent volumes to cover research presented at the IMPS.