Stoto M A
Am Stat. 1988 May;42(2):103-10.
"Uncertainty in statistics and demographic projections for aging and other policy purposes comes from four sources: differences in definitions, sampling error, nonsampling error, and scientific uncertainty. Some of these uncertainties can be reduced by proper planning and coordination, but most often decisions have to be made in the face of some remaining uncertainty. Although decision makers have a tendency to ignore uncertainty, doing so does not lead to good policy-making. Techniques for estimating and reporting on uncertainty include sampling theory, assessment of experts' subjective distributions, sensitivity analysis, and multiple independent estimates." The primary geographical focus is on the United States.
定义差异、抽样误差、非抽样误差和科学不确定性。其中一些不确定性可以通过适当的规划和协调来减少,但大多数情况下,决策必须在仍存在一些不确定性的情况下做出。尽管决策者往往倾向于忽视不确定性,但这样做并不能带来良好的政策制定。估计和报告不确定性的技术包括抽样理论、专家主观分布评估、敏感性分析和多个独立估计。主要地理重点是美国。