English: The dataEllipse function from Fox and Weisberg (2019)[1] was used to compute confidence ellipses around data from Brunz (1974) [2] (the AIRQUALITY dataset in the R base package). The first 3 plots are bivariate correlations and the bottom-right plots the residuals from regression of ozone on the 3 other variables.
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↑Fox, J. (2019) An R companion to applied regression, Sage
↑Bruntz, S.M. (1974). "Ozone Concentrations in New Jersey and New York: Statistical Association with Related Variables". Science186 (4160): 257-259. DOI:10.1126/science.186.4160.257.
Captions
Correlations among 4 variables visualized by the 50% and 95% confidence ellipses.