A hierarchical Bayesian model for forecasting state-level corn yield

Author:

Nandram Balgobin,Berg Emily,Barboza Wendy

Publisher

Springer Science and Business Media LLC

Subject

Statistics, Probability and Uncertainty,General Environmental Science,Statistics and Probability

Reference21 articles.

1. Banerjee S, Carlin B, Gelfand A (2004) Hierarchical modeling and analysis for spatial data. Chapman & Hall CRC, London

2. Battese GE, Harter RM, Fuller WA (1988) An error-components model for prediction of county crop areas using survey and satellite data. J Am Stat Assoc 83:28–36

3. Berg E, Barboza W, Nandram B (2011) A constrained Bayesian hierarchical model for forecasting state-level corn yield. Unpublished NASS technical report

4. Datta G, Ghosh M, Steorts R, Maples J (2011) Bayesian benchmarking with applications to small area estimation. TEST 20:574–588

5. Fay R, Herriot R (1979) Estimates of income for small places: an application of James–Stein procedures to census data. J Am Stat Assoc 74:341–353

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