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Multilevel and Longitudinal Modeling Using Stata
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Multilevel and Longitudinal Modeling Using Stata Paperback - 2005

by Sophia Rabe-Hesketh; Anders Skrondal


From the publisher

Presenting a thorough and accessible treatment of generalized linear mixed models, also known as multilevel or hierarchical models, Multilevel and Longitudinal Modeling Using Stata explains the models and their assumptions, applies methods to real data using Stata, and shows how to interpret the results.

Beginning with the comparatively simple random-intercept linear model without covariates, the text develops the mixed model from first principles, familiarizing the reader with terminology, summarizing and relating the widely used estimating strategies, and providing historical perspective. Once this mixed-model foundation has been established, the text smoothly transitions to random-intercept models with covariates and then to random-coefficient models. The middle chapters apply the concepts defined earlier for Gaussian models to models for binary responses (e.g., logit and probit), ordinal responses (e.g., ordered logit and ordered probit), and count responses (e.g., Poisson). Models with multiple levels of random variation are then considered, as well as models with crossed (nonnested) random effects.

The most complete and up-to-date depiction of Stata's capacity for fitting generalized linear mixed models, Multilevel and Longitudinal Modeling Using Stata serves as an ideal introduction for Stata users wishing to learn about this powerful data-analysis tool.

Details

  • Title Multilevel and Longitudinal Modeling Using Stata
  • Author Sophia Rabe-Hesketh; Anders Skrondal
  • Binding Paperback
  • Edition Third Edition
  • Pages 317
  • Volumes 1
  • Language ENG
  • Publisher Stata Press, College Station, Texas
  • Date August 15, 2005
  • Illustrated Yes
  • ISBN 9781597180085 / 1597180084
  • Weight 1.53 lbs (0.69 kg)
  • Dimensions 9.22 x 7.3 x 0.73 in (23.42 x 18.54 x 1.85 cm)
  • Dewey Decimal Code 005.55
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Multilevel and Longitudinal Modeling Using Stata
Stock Photo: Cover May Be Different

Multilevel and Longitudinal Modeling Using Stata

by Rabe-Hesketh, Sophia

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Multilevel and Longitudinal Modeling Using Stata

by Rabe-Hesketh, Sophia, Skrondal, Anders

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Multilevel and Longitudinal Modeling Using Stata
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Multilevel and Longitudinal Modeling Using Stata

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Stata Press, 2005. This is an ex-library book and may have the usual library/used-book markings inside.This book has soft covers. In good all round condition. Please note the Image in this listing is a stock photo and may not match the covers of the actual item,800grams, ISBN:9781597180085
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