Easy-to-construct confidence bands for comparing two simple linear regression lines

Hayter, A. J.; Liu, W.; and Wynn, Henry P.ORCID logo (2007) Easy-to-construct confidence bands for comparing two simple linear regression lines. Journal of Statistical Planning and Inference, 137 (4). pp. 1213-1225. ISSN 0378-3758
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This paper shows how to construct confidence bands for the difference between two simple linear regression lines. These confidence bands provide directly the information on the magnitude of the difference between the regression lines over an interval of interest and, as a by-product, can be used as a formal test of the difference between the two regression lines. Various different shapes of confidence bands are illustrated, and particular attention is paid towards confidence bands whose construction only involves critical points from standard distributions so that they are consequently easy to construct.

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