Journal article
An Analysis of Two-Dimensional Agricultural Field Trials in the Presence of Outliers and Fertility Jumps
Australian & New Zealand Journal of Statistics, Vol.41(3), pp.285-297
1999
Abstract
This paper proposes a model for outliers and fertility jumps in agricultural field trials when the fertility is correlated in two directions. Uncertainty concerning the occurrence of these anomalies can be substantial, especially when outliers occur near a fertility jump. The proposed estimation technique can take this uncertainty into account rather than condition on a particular set of anomalies. Diagnostics for the detection of these anomalies are also discussed. The procedures are illustrated with a wheat trial.
Details
- Title
- An Analysis of Two-Dimensional Agricultural Field Trials in the Presence of Outliers and Fertility Jumps
- Authors/Creators
- R.H. Taplin (Author/Creator) - Murdoch University
- Publication Details
- Australian & New Zealand Journal of Statistics, Vol.41(3), pp.285-297
- Publisher
- Blackwell Publishing Inc.
- Identifiers
- 991005543193207891
- Murdoch Affiliation
- School of Mathematical and Physical Sciences
- Language
- English
- Resource Type
- Journal article
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- Citation topics
- 3 Agriculture, Environment & Ecology
- 3.4 Crop Science
- 3.4.424 Crop Yield Optimization
- Web Of Science research areas
- Statistics & Probability
- ESI research areas
- Mathematics