ON AN APPROXIMATE OPTIMALITY CRITERION FOR THE DESIGN OF FIELD EXPERIMENTS UNDER SPATIAL DEPENDENCE

David G. Butler; John A. Eccleston; Brian R. Cullis

首页> 外文期刊>Australian & New Zealand journal of statistics >ON AN APPROXIMATE OPTIMALITY CRITERION FOR THE DESIGN OF FIELD EXPERIMENTS UNDER SPATIAL DEPENDENCE

【24h】

ON AN APPROXIMATE OPTIMALITY CRITERION FOR THE DESIGN OF FIELD EXPERIMENTS UNDER SPATIAL DEPENDENCE

机译：空间依赖的野外实验设计的最佳最优判据

获取原文

获取原文并翻译 | 示例

掌桥外文数据库（机构版） >>

开具论文收录证明 >>

文献代查 >>

页面导航

摘要
著录项
相似文献
相关主题

摘要

The design of large-scale field trials where the residuals are correlated has been of recent interest, in large part because of advances in statistical and computational methods of analysis. The construction of designs for correlated data has typically used A-optimality and is computationally intensive. This involves calculating the inverse of the information matrix for treatments under the supervision of an optimization strategy that explores the design space. We propose an approximation to A-optimality, using nearest-neighbour balance, that is less computationally demanding and can achieve at least 95% efficiency relative to A-optimality in many practical situations.

机译：残差相关的大规模现场试验的设计最近引起了人们的兴趣，这在很大程度上是由于统计和计算分析方法的进步。相关数据设计的构建通常使用A优化，并且计算量大。这涉及在探索设计空间的优化策略的监督下计算处理信息矩阵的逆。我们提出了一种使用最近邻平衡的A最优方法的近似方法，该方法对计算的要求较低，并且在许多实际情况下相对于A最优方法至少可以达到95％的效率。

著录项

来源
《Australian & New Zealand journal of statistics》 |2008年第4期|295-307|共13页
作者
David G. Butler; John A. Eccleston; Brian R. Cullis;
展开▼
作者单位

Queensland Department of Primary Industries & Fisheries, Toowoomba, QLD 4350, Australia;

School of Physical Sciences, University of Queensland, Brisbane, QLD 4072, Australia;

NSW Department of Primary Industries, Wagga Wagga, NSW 2650, Australia;

展开▼
收录信息
原文格式 PDF
正文语种 eng
中图分类
关键词
a-optimality; autoregressive process; field experiment; nearest-neighbour methods; spatial correlation;

机译：最优性自回归过程现场实验最近邻方法;空间相关;

相似文献

外文文献
中文文献
专利

1. Collecting Spatial Data: Optimum Design of Experiments for Random Fields, 2nd, Revised Edition [J] . Werner G. MULLER Technometrics . 2002,第3期

机译：收集空间数据：随机场实验的最佳设计，第二版，修订版
2. Selection Criterion Based on an Exploration-Exploitation Approach for Optimal Design of Experiments [J] . Atamturktur Sez, Hegenderfer Joshua, Williams Brian, Journal of Engineering Mechanics . 2015,第1期

机译：基于探索-开发方法的选择准则用于实验优化设计
3. JOINT MODEL AND CRITERION OPTIMAL EXPERIMENT DESIGN [J] . Liu HANCONG, ZHU WEIYONG, DUAN XIAODONG Applied Mathematics. series B . 1997,第1期

机译：联合模型和准则的最优实验设计
4. Approximate robust Optimal Experiment Design in dynamic bioprocess models [C] . Telen Dries, Logist Filip, Van Derlinden Eva, 2012 20th Mediterranean Conference on Control amp; Automation . 2012

机译：动态生物过程模型中的近似鲁棒最优实验设计
5. Approximate profile likelihood estimation for spatial-dependence parameters [D] . Li, Hongfei 2007

机译：空间相关性参数的近似轮廓似然估计
6. Validation of the nicotine dependence syndrome scale (NDSS): a criterion-group design contrasting chippers and regular smokers [O] . Saul Shiffman, Michael A. Sayette -1

机译：尼古丁依赖综合症量表（NDSS）的验证：标准组设计将削片者和常规吸烟者进行对比
7. Optimal Design Criterion for Force Vector Field Sensor-Proposal of Optimization Criterion and Its Application to the Design of Optical Tactile Sensor- [O] . Hiroyuki Kajimoto 2008

机译：用于力量矢量场传感器的最佳设计标准 - 优化标准的建议及其在光学触感传感器设计中的应用 -
8. On the Costwise Optimality of Hierarchical Multiresponse Randomized Block Designs under the Trace Criterion [R] . ivastava, J. N., McDonald, L. L. 1969

机译：随机准则下分层多响应随机区组设计的成本最优性

ON AN APPROXIMATE OPTIMALITY CRITERION FOR THE DESIGN OF FIELD EXPERIMENTS UNDER SPATIAL DEPENDENCE

摘要

著录项

相似文献

相关主题

期刊订阅