Achtung: Heute um 16:00 Uhr gibt es einen kurzen Serverneustart. hohPublica wird möglicherweise für einige Minuten nicht verfügbar sein. *** Attention: There will be a short server restart today at 16:00. hohPublica may be unavailable for a few minutes.
 

A new version of this entry is available:

Loading...
Thumbnail Image
Article
2023

Generating designs for comparative experiments with two blocking factors

Abstract (English)

Often, comparative experiments involve a single treatment factor and two blocking factors, for example, augmented row–column, two‐phase, and incomplete row–column experiments. These experiments are widely used in agriculture. Finding good designs for these experiments is a major challenge when the number of treatments is large and the blocking structure is complex. In this paper, we first propose a new search algorithm that is combined with efficient update formulae, so that optimal designs with two blocking factors can be found within a reasonable time. Second, we compare augmented row–column designs generated with our new method to those obtained from CycDesigN, DiGGer, and the OPTEX procedure of SAS in terms of computing times as well as the quality of solutions. Third, we illustrate our proposed approach with four applications. We show an example where our efficient update formulae work while existing update formulae cannot be applied, and we use our search framework to generate augmented row–column, two‐phase, and incomplete row–column designs. We end the paper with a conclusion along with suggestions for potential applications.

File is subject to an embargo until

This is a correction to:

A correction to this entry is available:

This is a new version of:

Notes

Publication license

Publication series

Published in

Biometrics, 79 (2023), 4, 3574-3585. https://doi.org/10.1111/biom.13913. ISSN: 1541-0420

Other version

Faculty

Institute

Examination date

Supervisor

Edition / version

Citation

DOI

ISSN

ISBN

Language

English

Publisher

Publisher place

Classification (DDC)

630 Agriculture

Original object

Standardized keywords (GND)

Sustainable Development Goals

BibTeX

@article{Vo‐Thanh2023, url = {https://hohpublica.uni-hohenheim.de/handle/123456789/16167}, doi = {10.1111/biom.13913}, author = {Vo‐Thanh, Nha and Piepho, Hans‐Peter}, title = {Generating designs for comparative experiments with two blocking factors}, journal = {Biometrics}, year = {2023}, volume = {79}, number = {4}, }

Share this publication