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概率抽样和非概率抽样可用于哪些应用?

For what applications can probability and non-probability sampling be used?

作者信息

Schreuder H T, Gregoire T G

机构信息

USDA Forest Service, Rocky Mountain Research Station, Fort Collins, CO, USA.

出版信息

Environ Monit Assess. 2001 Feb;66(3):281-91. doi: 10.1023/a:1006316418865.

Abstract

Almost any type of sample has some utility when estimating population quantities. The focus in this paper is to indicate what type or combination of types of sampling can be used in various situations ranging from a sample designed to establish cause-effect or legal challenge to one involving a simple subjective judgment. Several of these methods have little or no utility in the scientific area but even in the best of circumstances, particularly complex ones, both probabilistic and non-probabilistic procedures have to be used because of lack of knowledge and cost. We illustrate this with a marbled murrelet example.

摘要

在估计总体数量时,几乎任何类型的样本都有一定的用途。本文的重点是指出在各种情况下可以使用何种类型或类型组合的抽样方法,这些情况涵盖从旨在确定因果关系或用于法律质疑的样本设计到涉及简单主观判断的样本设计。其中一些方法在科学领域几乎没有用处,但即使在最好的情况下,尤其是复杂的情况下,由于知识的缺乏和成本的原因,概率性和非概率性程序都必须使用。我们用斑海雀的例子来说明这一点。

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