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Author: Pamela Paxton
Publisher: SAGE
Published: 2011-03-08
Total Pages: 145
ISBN-13: 1452237867
DOWNLOAD EBOOKNonrecursive Models is a clear and concise introduction to the estimation and assessment of nonrecursive simultaneous equation models. This unique monograph gives practical advice on the specification and identification of simultaneous equation models, how to assess the quality of the estimates, and how to correctly interpret results.
Author: Christian Homburg
Publisher: Springer
Published: 2021-12-03
Total Pages: 0
ISBN-13: 9783319574110
DOWNLOAD EBOOKIn this handbook, internationally renowned scholars outline the current state-of-the-art of quantitative and qualitative market research. They discuss focal approaches to market research and guide students and practitioners in their real-life applications. Aspects covered include topics on data-related issues, methods, and applications. Data-related topics comprise chapters on experimental design, survey research methods, international market research, panel data fusion, and endogeneity. Method-oriented chapters look at a wide variety of data analysis methods relevant for market research, including chapters on regression, structural equation modeling (SEM), conjoint analysis, and text analysis. Application chapters focus on specific topics relevant for market research such as customer satisfaction, customer retention modeling, return on marketing, and return on price promotions. Each chapter is written by an expert in the field. The presentation of the material seeks to improve the intuitive and technical understanding of the methods covered.
Author: J. Christopher Westland
Publisher: Springer
Published: 2015-04-25
Total Pages: 184
ISBN-13: 3319165070
DOWNLOAD EBOOKThis compact reference surveys the full range of available structural equation modeling (SEM) methodologies. It reviews applications in a broad range of disciplines, particularly in the social sciences where many key concepts are not directly observable. This is the first book to present SEM’s development in its proper historical context–essential to understanding the application, strengths and weaknesses of each particular method. This book also surveys the emerging path and network approaches that complement and enhance SEM, and that will grow importance in the near future. SEM’s ability to accommodate unobservable theory constructs through latent variables is of significant importance to social scientists. Latent variable theory and application are comprehensively explained and methods are presented for extending their power, including guidelines for data preparation, sample size calculation and the special treatment of Likert scale data. Tables of software, methodologies and fit statistics provide a concise reference for any research program, helping assure that its conclusions are defensible and publishable.
Author: H. Wainer
Publisher: Routledge
Published: 2012-11-12
Total Pages: 411
ISBN-13: 1136558365
DOWNLOAD EBOOKPublished in 1983, Principals of Modern Psychological Measurement is a valuable contribution to the field of Education.
Author: Rens van de Schoot
Publisher: Routledge
Published: 2020-02-13
Total Pages: 270
ISBN-13: 1000760944
DOWNLOAD EBOOKResearchers often have difficulties collecting enough data to test their hypotheses, either because target groups are small or hard to access, or because data collection entails prohibitive costs. Such obstacles may result in data sets that are too small for the complexity of the statistical model needed to answer the research question. This unique book provides guidelines and tools for implementing solutions to issues that arise in small sample research. Each chapter illustrates statistical methods that allow researchers to apply the optimal statistical model for their research question when the sample is too small. This essential book will enable social and behavioral science researchers to test their hypotheses even when the statistical model required for answering their research question is too complex for the sample sizes they can collect. The statistical models in the book range from the estimation of a population mean to models with latent variables and nested observations, and solutions include both classical and Bayesian methods. All proposed solutions are described in steps researchers can implement with their own data and are accompanied with annotated syntax in R. The methods described in this book will be useful for researchers across the social and behavioral sciences, ranging from medical sciences and epidemiology to psychology, marketing, and economics.
Author:
Publisher:
Published: 1997
Total Pages: 812
ISBN-13:
DOWNLOAD EBOOKThe Current Index to Statistics (CIS) is a bibliographic index of publications in statistics, probability, and related fields.
Author: Patrick Mair
Publisher: Springer
Published: 2018-09-20
Total Pages: 464
ISBN-13: 3319931776
DOWNLOAD EBOOKThis textbook describes the broadening methodology spectrum of psychological measurement in order to meet the statistical needs of a modern psychologist. The way statistics is used, and maybe even perceived, in psychology has drastically changed over the last few years; computationally as well as methodologically. R has taken the field of psychology by storm, to the point that it can now safely be considered the lingua franca for statistical data analysis in psychology. The goal of this book is to give the reader a starting point when analyzing data using a particular method, including advanced versions, and to hopefully motivate him or her to delve deeper into additional literature on the method. Beginning with one of the oldest psychometric model formulations, the true score model, Mair devotes the early chapters to exploring confirmatory factor analysis, modern test theory, and a sequence of multivariate exploratory method. Subsequent chapters present special techniques useful for modern psychological applications including correlation networks, sophisticated parametric clustering techniques, longitudinal measurements on a single participant, and functional magnetic resonance imaging (fMRI) data. In addition to using real-life data sets to demonstrate each method, the book also reports each method in three parts-- first describing when and why to apply it, then how to compute the method in R, and finally how to present, visualize, and interpret the results. Requiring a basic knowledge of statistical methods and R software, but written in a casual tone, this text is ideal for graduate students in psychology. Relevant courses include methods of scaling, latent variable modeling, psychometrics for graduate students in Psychology, and multivariate methods in the social sciences.
Author: A. Colin Cameron
Publisher: Cambridge University Press
Published: 2005-05-09
Total Pages: 1058
ISBN-13: 1139444867
DOWNLOAD EBOOKThis book provides the most comprehensive treatment to date of microeconometrics, the analysis of individual-level data on the economic behavior of individuals or firms using regression methods for cross section and panel data. The book is oriented to the practitioner. A basic understanding of the linear regression model with matrix algebra is assumed. The text can be used for a microeconometrics course, typically a second-year economics PhD course; for data-oriented applied microeconometrics field courses; and as a reference work for graduate students and applied researchers who wish to fill in gaps in their toolkit. Distinguishing features of the book include emphasis on nonlinear models and robust inference, simulation-based estimation, and problems of complex survey data. The book makes frequent use of numerical examples based on generated data to illustrate the key models and methods. More substantially, it systematically integrates into the text empirical illustrations based on seven large and exceptionally rich data sets.
Author: Kelli S. Franco
Publisher:
Published: 2024-10
Total Pages: 0
ISBN-13: 9780889374195
DOWNLOAD EBOOKAddressing the critical issue of adolescent dating violence, this comprehensive volume in the Advances in Psychotherapy series provides mental health professionals with the essential tools for recognizing, assessing, and treating victims and perpetrators. The authors expertly explore the diagnostic guidelines, theories, and treatment options, with a focus on those most at risk for dating violence - youth aged 10-24 years. Emphasizing a gender-inclusive and intersectional approach, the text challenges common myths and provides evidence-based recommendations for several effective interventions that can be used in schools and correctional institutions. A detailed case example offers insights into the different aspects of assessment, treatment, and client and school follow-up. This book equips clinical psychologists, child psychologists, educational and school psychologists, forensic psychologists, and students with the latest research and practical resources to respond to adolescent dating violence with care and urgency.
Author: Vincenzo Esposito Vinzi
Publisher: Springer Science & Business Media
Published: 2010-03-10
Total Pages: 791
ISBN-13: 3540328270
DOWNLOAD EBOOKThis handbook provides a comprehensive overview of Partial Least Squares (PLS) methods with specific reference to their use in marketing and with a discussion of the directions of current research and perspectives. It covers the broad area of PLS methods, from regression to structural equation modeling applications, software and interpretation of results. The handbook serves both as an introduction for those without prior knowledge of PLS and as a comprehensive reference for researchers and practitioners interested in the most recent advances in PLS methodology.
