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Multilevel Statistical Models 4e

Multilevel Statistical Models 4e

Hardcover

Series: Wiley Probability and Statistics

Probability & Statistics

ISBN10: 0470748656
ISBN13: 9780470748657
Publisher: John Wiley & Sons
Published: Oct 27 2010
Pages: 384
Weight: 1.50
Height: 1.00 Width: 6.20 Depth: 9.20
Language: English
Throughout the social, medical and other sciences the importance of understanding complex hierarchical data structures is well understood. Multilevel modelling is now the accepted statistical technique for handling such data and is widely available in computer software packages. A thorough understanding of these techniques is therefore important for all those working in these areas. This new edition of Multilevel Statistical Models brings these techniques together, starting from basic ideas and illustrating how more complex models are derived. Bayesian methodology using MCMC has been extended along with new material on smoothing models, multivariate responses, missing data, latent normal transformations for discrete responses, structural equation modeling and survival models.

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Probability & Statistics