(Ilmumisaeg: 18-Apr-2025, Hardback, Kirjastus: Springer International Publishing AG, ISBN-13: 9783031690372)
This book examines statistical models for frequency data. The primary focus is on log-linear models for contingency tables but also includes extensive discussion of logistic regression. Topics such as logistic discrimination, generalized linear...Loe edasi...
Aleksandr Aravkin, Anna Choromanska, Li Deng, Georg Heigold, Tony Jebara, Dimitri Kanevsky, Stephen J. Wright
Sari: Neural Information Processing series
(Ilmumisaeg: 27-Nov-2018, Hardback, Kirjastus: MIT Press, ISBN-13: 9780262039505)
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Advances in training models with log-linear structures, with topics including variable selection, the geometry of neural nets, and applications....Loe edasi...
These four volumes provide a collection of key publications on categorical data analysis, carefully put together so that the reader can easily navigate, understand and put in context the major concepts and methods of analysing categorical data. Th...Loe edasi...
(Ilmumisaeg: 17-Dec-2012, Hardback, Kirjastus: John Wiley & Sons Inc, ISBN-13: 9781118146408)
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Over the past ten years, there have been many important advances in log-linear modeling, including the specification of new models, in particular non-standard models, and their relationships to methods such as Rasch modeling. While most literature o...Loe edasi...
The Association Graph and the Multigraph for Loglinear Models will help students, particularly those studying the analysis of categorical data, to develop the ability to evaluate and unravel even the most complex Loglinear models without heavy calcul...Loe edasi...
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Complete with an interactive, easy-to-use CD-ROM that lets children go straight to the directions they need, a guide to one of the worlds most popular toys provides blueprints for constructing a bank, barn, farmhouse, firehouse, and more. Pr...Loe edasi...
What log-linear models can social scientists use to examine categorical variables whose attributes may be logically rank-ordered? In this book, the author presents a technique that is often overlooked but highly advantageous when dealing with such or...Loe edasi...
(Ilmumisaeg: 16-Sep-1994, Paperback / softback, Kirjastus: Springer-Verlag New York Inc., ISBN-13: 9780387973982)
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Nicely produced text, the primary purpose of which is to acquaint intermediate graduate students of statistics with the analysis of cross-classified categorical data by means of log-linear models, though he writes with more advanced readers also in m...Loe edasi...
Designed for students and researchers who want to know more about this extension of the two-dimensional chi-square, this book introduces basic ideas in clear and straightforward prose and applies them to a core of example studies. Whenever da...Loe edasi...
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Whenever data are categorical and their frequencies can be arrayed in multidimensional tables, log-linear analysis is appropriate. Like analysis of variance and multiple regression for quantitative data, log-linear analysis lets users ask which main...Loe edasi...
In recent years the loglinear model has become the dominant form of categorical data analysis as researchers have expanded it into new directions. This book shows researchers the applications of one of these new developments - how uniting ordinary...Loe edasi...
Discusses the innovative log-linear model of statistical analysis. This model makes no distinction between independent and dependent variables, but is used to examine relationships among categoric variables by analyzing expected cell frequencies....Loe edasi...
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Analysis of Qualitative Data, Volume 2: New Developments focuses on the variety of models used in the analysis of qualitative data. The book first elaborates on multinomial response models and incomplete tables. Discussions focus on models for inc...Loe edasi...
