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Constructing Efficient Stated Choice Experimental Designs

机译:构建有效的状态选择实验设计

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摘要

Stated choice (SC) experiments are often used in transportation studies for estimating and forecasting behaviour of travellers, road authorities, etc. This kind of experiment relies on underlying experimental designs. Whilst orthogonal designs are mainstream for practitioners, many researchers now realize that so-called efficient designs are able to produce more efficient data in the sense that more reliable parameter estimates can be achieved with an equal or lower sample size. This paper describes several processes for generating SC experiments and is intended to give an overview of the current state-of-the-art. Different methods are described.
机译:状态选择(SC)实验通常用于交通运输研究中,以估计和预测旅行者,道路当局等的行为。这种实验依赖于基础实验设计。尽管正交设计是从业人员的主流,但现在许多研究人员意识到,所谓的有效设计能够产生更有效的数据,即在相等或较小的样本量下可以实现更可靠的参数估计。本文介绍了用于生成SC实验的几种过程,旨在概述当前的最新技术。描述了不同的方法。

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