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Original Articles

Empirical Hierarchical Modelling for Count Data using the Spatial Random Effects Model

Pages 389-418 | Received 05 Oct 2011, Accepted 02 Jul 2012, Published online: 02 May 2013

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Noel Cressie. (2018) Mission CO2ntrol: A Statistical Scientist's Role in Remote Sensing of Atmospheric Carbon Dioxide. Journal of the American Statistical Association 113:521, pages 152-168.
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Articles from other publishers (12)

Farzana Jahan, Daniel W. Kennedy, Earl W. Duncan & Kerrie L. Mengersen. (2022) Evaluation of spatial Bayesian Empirical Likelihood models in analysis of small area data. PLOS ONE 17:5, pages e0268130.
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Isabel Proença & Ludgero Glórias. (2021) Revisiting the Spatial Autoregressive Exponential Model for Counts and Other Nonnegative Variables, with Application to the Knowledge Production Function. Sustainability 13:5, pages 2843.
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Daniel H Weinberg, John M Abowd, Robert F Belli, Noel Cressie, David C Folch, Scott H Holan, Margaret C Levenstein, Kristen M Olson, Jerome P Reiter, Matthew D Shapiro, Jolene D Smyth, Leen-Kiat Soh, Bruce D Spencer, Seth E Spielman, Lars Vilhuber & Christopher K Wikle. (2019) Effects of a Government-Academic Partnership: Has the NSF-CENSUS Bureau Research Network Helped Improve the US Statistical System?. Journal of Survey Statistics and Methodology 7:4, pages 589-619.
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Amanda M.Y. Chu, Raymond W.M. Li & Mike K.P. So. (2018) Bayesian spatial–temporal modeling of air pollution data with dynamic variance and leptokurtosis. Spatial Statistics 26, pages 1-20.
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Cécile Hardouin & Noel Cressie. (2017) Two-scale spatial models for binary data. Statistical Methods & Applications 27:1, pages 1-24.
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Aritra Sengupta, Noel Cressie, Brian H. Kahn & Richard Frey. (2016) Predictive Inference for Big, Spatial, Non‐Gaussian Data: MODIS Cloud Data and its Change‐of‐Support. Australian & New Zealand Journal of Statistics 58:1, pages 15-45.
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Aaron T. Porter, Scott H. Holan & Christopher K. Wikle. (2015) Bayesian semiparametric hierarchical empirical likelihood spatial models. Journal of Statistical Planning and Inference 165, pages 78-90.
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Noel Cressie & Sandy Burden. 2015. Geometry Driven Statistics. Geometry Driven Statistics 239 259 .
Rajib Paul, Casey Jelsema & Kwok Lau. 2015. Current Trends in Bayesian Methodology with Applications. Current Trends in Bayesian Methodology with Applications 477 502 .
Sandy Burden, Noel Cressie & David Steel. (2015) The SAR Model for Very Large Datasets: A Reduced Rank Approach. Econometrics 3:2, pages 317-338.
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Aaron T. Porter, Scott H. Holan, Christopher K. Wikle & Noel Cressie. (2014) Spatial Fay–Herriot models for small area estimation with functional covariates. Spatial Statistics 10, pages 27-42.
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Aritra Sengupta & Noel Cressie. (2013) Hierarchical statistical modeling of big spatial datasets using the exponential family of distributions. Spatial Statistics 4, pages 14-44.
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