[ABE-L] Workshop on Categorical Data Analysis, por Alan Agresti, 06 a 08/03/2016, das 9 às 11h e das 14 às 16h
clarice.demetrio em usp.br
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Qua Dez 23 10:25:06 -03 2015
Caros colegas,
Seguem informações sobre o Workshop on Categorical Data Analysis,
por Alan Agresti, 06 a 08/03/2016, das 9 às 11h e das 14 às 16h.
Número limitado de vagas. No inicio de janeiro serão encaminhadas
informações sobre inscrição.
Feliz Natal a todos e que 2016 seja repleto de realizações.
Saudações, Clarice
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Categorical Data Analysis
(Three-day course, with 4 hours lecturing each day, following the book
"Categorical Data Analysis," 3rd ed., by Alan Agresti)
Abstract
This short course surveys the most common methods for analyzing
categorical data. The first part of the course focuses on contingency
table analysis, logistic regression modeling of binary data, and
loglinear models. The second part introduces logistic models for
multi-category ordinal and nominal responses and for clustered data
using generalized estimating equations (GEE) and random effects. The
presentation emphasizes interpretation rather than technical details,
with examples including social surveys and randomized clinical
trials. Examples show the use of R and SAS.
Outline timetable (tentative)
Day 1
Contingency tables, odds ratios, chi-squared tests,
Fisher's exact test, logistic regression as a generalized linear
model, interpretations, inference using logistic regression
Day 2
Logistic regression model building, detecting infinite logistic
estimates (with remedies), introduction to loglinear models
Cochran-Mantel-Haenszel test, sample size and power, baseline-category
logit model for nominal data
Day 3
Cumulative logit model for ordinal data, analyzing correlated
categorical data, GEE for marginal models, random effects models
Agresti: Short CV
Alan Agresti is Distinguished Professor Emeritus, Department of
Statistics, University of Florida. The past seven years he was also
visiting professor for half the year at Harvard University. He has
written seven books and more than 200 research articles. His book
`Categorical Data Analysis' (3rd edition, 2013) has received nearly
20,000 citations in journal articles. Other books include `Analysis
of Ordinal Categorical Data' (2nd edition, 2010), `Foundations of
Linear and Generalized Linear Models' (2015), `Statistical Methods for
the Social Sciences' (5th edition, 2016), and `Statistics: The Art and
Science of Learning from Data' (4th edition 2016). He received an
Honorary Doctor of Science from De Montfort University in 1999, the
Statistician of the Year Award from the Chicago chapter of the
American Statistical Association in 2003, and the first Herman
Callaert Leadership Award in Biostatistical Education and
Dissemination from Hasselt University, Belgium in 2004. He has been
awarded Fellow designation by both the American Statistical
Association and the Institute of Mathematical Statistics. He has
lectured on categorical data methods in more than 30 countries. For
further details, see www.stat.ufl.edu/~aa .
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