An Example of the Use of Graphics in Regression

Citation
Denby, Lorraine et Pregibon, Darl, An Example of the Use of Graphics in Regression, American statistician , 41(1), 1987, pp. 33-38
Journal title
ISSN journal
00031305
Volume
41
Issue
1
Year of publication
1987
Pages
33 - 38
Database
ACNP
SICI code
Abstract
Graphical techniques are powerful data analytic tools.We demonstrate the use of five such techniques in the context of regression analysis.These are stem-and-leaf plots, schematic plots, time-order plots, scatterplots, and probability plots.Our presentation shows that some fairly subtle anomalies in a regression problem can be diagnosed without undue emphasis on algebraic formulas.The implications of this thesis to the teaching of introductory statistics courses are discussed.