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1-3 of 3 results for Author: sudipto banerjee (sorted by Publication Date, showing all)
  1. Hierarchical Modeling and Analysis for Spatial Data, Second Edition

    By Sudipto Banerjee, Alan E. Gelfand, Bradley P. Carlin

    Series: Chapman & Hall/CRC Monographs on Statistics & Applied Probability

    Substantially updated, this self-contained second edition uses Bayesian hierarchical models in the analysis of spatial data. Three new chapters cover hierarchical models for point-process data with a focus on Bayesian inference in the presence of spatial and non-spatial predictors; the modeling of...

    To Be Published August 19th 2014 by Chapman and Hall/CRC

  2. Linear Algebra and Matrix Analysis for Statistics

    By Sudipto Banerjee, Anindya Roy

    Series: Chapman & Hall/CRC Texts in Statistical Science

    Linear Algebra and Matrix Analysis for Statistics offers a gradual exposition to linear algebra without sacrificing the rigor of the subject. It presents both the vector space approach and the canonical forms in matrix theory. The book is as self-contained as possible, assuming no prior knowledge...

    To Be Published June 11th 2014 by Chapman and Hall/CRC

  3. Hierarchical Modeling and Analysis for Spatial Data

    By Sudipto Banerjee, Alan E. Gelfand, Bradley P. Carlin, Sudipto Banerjee

    Series: Chapman & Hall/CRC Monographs on Statistics & Applied Probability

    Among the many uses of hierarchical modeling, their application to the statistical analysis of spatial and spatio-temporal data from areas such as epidemiology And environmental science has proven particularly fruitful. Yet to date, the few books that address the subject have been either too...

    Published December 16th 2003 by Chapman and Hall/CRC

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