Inference by Eye: Pictures of Confidence Intervals and Thinking About Levels of Confidence


Authors: 
Geoff Cumming
Volume: 
29 (3)
Pages: 
online
Year: 
2007
Publisher: 
Teaching Statistics
URL: 
http://www.blackwell-synergy.com/toc/test/29/3
Abstract: 

A picture of a 95% confidence interval (CI) implicitly contains pictures of CIs of all other levels of confidence, and information about the p-value for testing a null hypothesis. This article discusses pictures, taken from interactive software, that suggest several ways to think about the level of confidence of a CI, p-values, and what conclusions can be drawn from inspecting a CI.

The CAUSE Research Group is supported in part by a member initiative grant from the American Statistical Association’s Section on Statistics and Data Science Education

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