The Analysis of Stochastic Processes using GLIM (Lecture Notes in Statistics, 72)

Lindsey, James K.

ISBN 10: 0387977619 ISBN 13: 9780387977614

Published by Springer, 1992

Language: English

Condition: New Soft cover

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Bibliographic Details

Title

The Analysis of Stochastic Processes using GLIM (Lecture Notes in Statistics, 72)

Publisher

Springer

Publication Date

1992

Language

English

ISBN 10

0387977619

ISBN 13

9780387977614

Binding

Soft cover

Condition

New

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About this title

Synopsis

The aim of this book is to present a survey of the many ways in which the statistical package GLIM may be used to model and analyze stochastic processes. Its emphasis is on using GLIM interactively to apply statistical techniques, and examples are drawn from a wide range of applications including medicine, biology, and the social sciences. It is based on the author's many years of teaching courses along these lines to both undergraduate and graduate students. The author assumes that readers have a reasonably strong background in statistics such as might be gained from undergraduate courses and that they are also familiar with the basic workings of GLIM. Topics covered include: the analysis of survival data, regression and fitting distributions, time series analysis (including both the time and frequency domains), repeated measurements, and generalized linear models.

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