Free Ebook New Developments in Categorical Data Analysis for the Social and Behavioral Sciences (Quantitative Methodology Series)
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Book Details :
Published on: 2013-07-11
Released on: 2013-07-25
Original language: English
Categorical data are quantified as either nominal variables--distinguishing different groups, for example, based on socio-economic status, education, and political persuasion--or ordinal variables--distinguishing levels of interest, such as the preferred politician or the preferred type of punishment for committing burglary. This new book is a collection of up-to-date studies on modern categorical data analysis methods, emphasizing their application to relevant and interesting data sets.This volume concentrates on latent class analysis and item response theory. These methods use latent variables to explain the relationships among observed categorical variables. Latent class analysis yields the classification of a group of respondents according to their pattern of scores on the categorical variables. This provides insight into the mechanisms producing the data and allows the estimation of factor structures and regression models conditional on the latent class structure. Item response theory leads to the identification of one or more ordinal or interval scales. In psychological and educational testing these scales are used for individual measurement of abilities and personality traits.The focus of this volume is applied. After a method is explained, the potential of the method for analyzing categorical data is illustrated by means of a real data example to show how it can be used effectively for solving a real data problem. These methods are accessible to researchers not trained explicitly in applied statistics. This volume appeals to researchers and advanced students in the social and behavioral sciences, including social, developmental, organizational, clinical and health psychologists, sociologists, educational and marketing researchers, and political scientists. In addition, it is of interest to those who collect data on categorical variables and are faced with the problem of how to analyze such variables--among themselves or in relation to metric variables. Graduate School of Operational and Information Sciences ... Overview. The Graduate School of Operational and Information Sciences includes Graduate Resident Programs consisting of 15 technical curricula and awards Master of ... Topics in Statistical Data Analysis: Revealing Facts from Data Revealing Facts From Data. USA Site. This site offers information on statistical data analysis. It describes time series analysis popular distributions and other ... Sophia Rabe-Hesketh - GLLAMM Selected peer-reviewed papers (out of 111) Chung Y. Gelman A. Rabe-Hesketh S. Liu S. and Dorie V. (in press). Weakly informative prior for point estimation of ... SocioSite: RESEARCH METHODOLOGY AND STATISTICS Annotated Bibliography of Articles for the Statistics User The articles are organized into 5 topics: analysis of variance (multiple comparison methodes analysis of ... Medical Statistics at a Glance - Aviva Petrie Caroline Sabin Neuroscience At a Glance Third Edition ... Extended Reading General books about data and statistics. Altman D.G. (1990) Practical Statistics for Medical Research. 2017 :: Joint Mathematics Meetings :: January 4 - 7 ... Monday January 2 2017. Monday January 2 2017 9:00 a.m.-4:30 p.m. AMS Short Course on Random Growth Models Part I M301 Marquis Level Marriott Marquis Use of Stepwise Methodology in Discriminant Analysis Use of Stepwise Methodology in Discriminant Analysis. Jean S. Whitaker. Texas A&M University January 1997. Abstract. The use of stepwise methodologies has been ... Social Science Dictionary with a Durkheim bias A "general statement" "intended to develop a unified conceptual scheme for theory and research in the social sciences" was published by nine USA social scientists in ... Course syllabi - American College of Greece Deree Art considered for its relation to social and personal relevance. Interaction between different forms of art and their functions in society. Relational art public ... Statistical hypothesis testing - Wikipedia Variations and sub-classes. Statistical hypothesis testing is a key technique of both frequentist inference and Bayesian inference although the two types of ...
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