Linear Variance, P-splines and Neighbour Differences for Spatial Adjustment in Field Trials: How are they Related?

Nearest-neighbour methods based on first differences are an approach to spatial analysis of field trials with a long history, going back to the early work by Papadakis first published in 1937. These methods are closely related to a geostatistical model that assumes spatial covariance to be a linear...

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Veröffentlicht in:	Journal of agricultural, biological, and environmental statistics biological, and environmental statistics, 2020-12, Vol.25 (4), p.676-698
Hauptverfasser:	Boer, Martin P., Piepho, Hans-Peter, Williams, Emlyn R.
Format:	Artikel
Sprache:	eng
Schlagworte:	Agriculture Biostatistics Covariance Health Sciences Linear functions Mathematics and Statistics Medicine Monitoring/Environmental Analysis Random walk Spatial analysis Spline functions Statistics Statistics for Life Sciences Two dimensional models Variance
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