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The Analysis of Categorical Data Using GLIM (Paperback, Softcover reprint of the original 1st ed. 1989)
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The Analysis of Categorical Data Using GLIM (Paperback, Softcover reprint of the original 1st ed. 1989)
Series: Lecture Notes in Statistics, 56
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The present text is the result of teaching a third year statistical
course to undergraduate social science students. Besides their
previous statistics courses, these students have had an
introductory course in computer programming (FORTRAN, Pascal, or C)
and courses in calculus and linear algebra, so that they may not be
typical students of sociology. This course on the analysis of
contingency tables has been given with all students in front of
computer terminals, and, more recently, micro computers, working
interactively with GLIM. Given the importance of the analysis of
categorical data using log linear models within the overall body of
models known as general linear models (GLMs) treated by GLIM, this
book should be of interest to anyone, in any field, concerned with
such applications. It should be suitable as a manual for applied
statistics courses covering this subject. I assume that the reader
has already a reasonably strong foundation in statistics, and
specifically in dealing with the log-linearllogistic models. I also
assume that he or of GLIM itself. In she has access to the GLIM
manual and to an operational version other words, this book does
not pretend to present either a complete introduction to the use of
GLIM or an exposition of the statistical properties of
log-linearllogistic models. For the former, I would recommend Healy
(1988) and Aitkin et al (1989). Por the latter, many books already
exist, of which I would especially recommend that of Pingleton
(1984) in the present context."
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