Categorical Longitudinal Data
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Statistical Methods In Longitudinal Research
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Author :
language : en
Publisher:
Release Date :
Statistical Methods In Longitudinal Research written by and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on with categories.
Statistical Analysis Of Longitudinal Categorical Data In The Social And Behavioral Sciences
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Author : Alexander von Eye
language : en
Publisher: Psychology Press
Release Date : 2014-04-04
Statistical Analysis Of Longitudinal Categorical Data In The Social And Behavioral Sciences written by Alexander von Eye and has been published by Psychology Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2014-04-04 with Psychology categories.
A comprehensive resource for analyzing a variety of categorical data, this book emphasizes the application of many recent advances of longitudinal categorical statistical methods. Each chapter provides basic methodology, helpful applications, examples using data from all fields of the social sciences, computer tutorials, and exercises. Written for social scientists and students, no advanced mathematical training is required. Step-by-step command files are given for both the CDAS and the SPSS software programs.
Categorical Longitudinal Data
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Author : Jacques A. Hagenaars
language : en
Publisher: SAGE Publications, Incorporated
Release Date : 1990-05-01
Categorical Longitudinal Data written by Jacques A. Hagenaars and has been published by SAGE Publications, Incorporated this book supported file pdf, txt, epub, kindle and other format this book has been release on 1990-05-01 with Social Science categories.
Social scientists interested in the systematic, empirical investigation of social change will find Categorical Longitudinal Data an ideal tool for analyzing social survey data. Now available in paperback, it provides an excellent summary of the log-linear models with latent variables and also covers the latest log-linear models which have been developed in the last decade. The problems which may occur with statistical analysis of longitudinal data are covered, as are the solutions, with a number of real world examples included.
Statistical Methods In Longitudinal Research
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Author : Alexander von Eye
language : en
Publisher: Elsevier
Release Date : 1990-11-16
Statistical Methods In Longitudinal Research written by Alexander von Eye and has been published by Elsevier this book supported file pdf, txt, epub, kindle and other format this book has been release on 1990-11-16 with Mathematics categories.
These edited volumes present new statistical methods in a way that bridges the gap between theoretical and applied statistics. The volumes cover general problems and issues and more specific topics concerning the structuring of change, the analysis of time series, and the analysis of categorical longitudinal data. The book targets students of development and change in a variety of fields - psychology, sociology, anthropology, education, medicine, psychiatry, economics, behavioural sciences, developmental psychology, ecology, plant physiology, and biometry - with basic training in statistics and computing.
Longitudinal Categorical Data Analysis
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Author : Brajendra C. Sutradhar
language : en
Publisher: Springer
Release Date : 2014-10-30
Longitudinal Categorical Data Analysis written by Brajendra C. Sutradhar and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2014-10-30 with Mathematics categories.
This is the first book in longitudinal categorical data analysis with parametric correlation models developed based on dynamic relationships among repeated categorical responses. This book is a natural generalization of the longitudinal binary data analysis to the multinomial data setup with more than two categories. Thus, unlike the existing books on cross-sectional categorical data analysis using log linear models, this book uses multinomial probability models both in cross-sectional and longitudinal setups. A theoretical foundation is provided for the analysis of univariate multinomial responses, by developing models systematically for the cases with no covariates as well as categorical covariates, both in cross-sectional and longitudinal setups. In the longitudinal setup, both stationary and non-stationary covariates are considered. These models have also been extended to the bivariate multinomial setup along with suitable covariates. For the inferences, the book uses the generalized quasi-likelihood as well as the exact likelihood approaches. The book is technically rigorous, and, it also presents illustrations of the statistical analysis of various real life data involving univariate multinomial responses both in cross-sectional and longitudinal setups. This book is written mainly for the graduate students and researchers in statistics and social sciences, among other applied statistics research areas. However, the rest of the book, specifically the chapters from 1 to 3, may also be used for a senior undergraduate course in statistics.
Correspondence Analysis Of Longitudinal Categorical Data
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Author : Peter G. van der Heijden
language : en
Publisher:
Release Date : 1987
Correspondence Analysis Of Longitudinal Categorical Data written by Peter G. van der Heijden and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1987 with Longitudinal method categories.
Visualization Of Categorical Longitudinal And Times Series Data
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Author : Stephen J. Tueller
language : en
Publisher: RTI Press
Release Date : 2016-02-10
Visualization Of Categorical Longitudinal And Times Series Data written by Stephen J. Tueller and has been published by RTI Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2016-02-10 with Computers categories.
Plotting growth curves is a powerful graphical approach used in exploratory data analysis for continuous longitudinal data. However, plotting growth curves for multiple participants rapidly becomes uninterpretable with categorical data. Categorical data defines specific states (e.g. being single, married, divorced). And these states do not necessarily need to represent any hierarchical order. Thus a trajectory becomes a sequence of states rather than a continuum. We introduce a horizontal line plot that uses shade or color to differentiate between states on a categorical longitudinal variable for multiple participants. With appropriate sorting, stacking the horizontal lines representing each participant can reveal important patterns such as the shape of, or heterogeneity in, the trajectories. We illustrate the plotting techniques for large sample sizes, observed groups, the exploration of unobserved latent classes, large numbers of time points such as are found with intensive longitudinal designs or multivariate time series data, individually varying times observation, unique numbers of observations, and missing data. We used the R package longCatEDA to create the illustrations. Illustrative data include both simulated data and alcohol consumption data in adult schizophrenics from the Clinical Antipsychotic Trials of Intervention Effectiveness.
The Analysis Of Categorical Longitudinal Data
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Author : Simon H. Charles Fear
language : en
Publisher:
Release Date : 1998
The Analysis Of Categorical Longitudinal Data written by Simon H. Charles Fear and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1998 with categories.
Statistical Methods In Longitudinal Research
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Author : Alexander von Eye
language : en
Publisher: Academic Press
Release Date : 1990-11-11
Statistical Methods In Longitudinal Research written by Alexander von Eye and has been published by Academic Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 1990-11-11 with Mathematics categories.
These edited volumes present new statistical methods in a way that bridges the gap between theoretical and applied statistics. The volumes cover general problems and issues and more specific topics concerning the structuring of change, the analysis of time series, and the analysis of categorical longitudinal data. The book targets students of development and change in a variety of fields - psychology, sociology, anthropology, education, medicine, psychiatry, economics, behavioural sciences, developmental psychology, ecology, plant physiology, and biometry - with basic training in statistics and computing.
Correspondence Analysis Of Longitudinal Categorical Data
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Author : Peter G. M. Heijden
language : en
Publisher:
Release Date : 1987
Correspondence Analysis Of Longitudinal Categorical Data written by Peter G. M. Heijden and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1987 with Event history analysis categories.