Description Usage Format Details Source Examples
Six synthetic data sets with similar regression summary, for illustrating the importance of regression diagnostics.
1 |
A data frame with 20 observations on 8 synthetic real-valued variables, labelled as x1
, y1
, y2
, y3
, y4
, y5
, x2
, y6
.
x1
Explanatory variable of first five data sets
y1
Response variable of first data set
y2
Response variable of second data set
y3
Response variable of third data set
y4
Response variable of fourth data set
y5
Response variable of fifth data set
x2
Explanatory variable of sixth data set
y6
Response variable of sixth data set
This data set is presented by Sengupta and Jammalamadaka (2019), after expanding on the ideas of Anscombe (1973)
Anscombe, F.J. (1973), Graphs in statistical analysis, American Statistician, vol.27, pp.17-21.
Sengupta and Jammalamadaka (2019), Linear Models and Regression with R: An Integrated Approach, World Scientific Publishing Co., Table 5.1.
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