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Original Articles

Firework Plots for Evaluating the Impact of Outliers and Influential Observations in Generalized Linear Models

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Pages 423-436 | Received 01 Nov 2013, Accepted 01 May 2014, Published online: 09 Feb 2016

References

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  • Cook, R. D. (1979). Influential observation in linear regression. Journal of American Statistical Association, 74, 169–174.
  • Faraway, J. J. (2006). Extending the Linear Models with R. Chapman & Hall/CRC, Boca Raton.
  • Fox, J. (2008). Applied Regression Analysis and Generalized Linear Models, 2nd edition. Sage, New York.
  • Emerson, J. D. and Strenio, J. (1983). The Spread-versus-Level plot in Hoaglin, D. C., Mosteller, F. and Tukey, J. W. (Eds.). Understanding Robust and Exploratory Data Analysis. Wiley, New York.
  • Jang, D. and Anderson-Cook C. M. (2013). Firework plot as a graphical exploratory data analysis tool for evaluating the impact of outliers in data exploration and regression. (Quality and Reliability Engineering International, 30(8), 1409–1425.
  • Myers, R. H., Montgomery, D. C. and Anderson-Cook, C. M. (2009). Response Surface Methodology: Process and Product Optimization Using Designed Experiments, 3rd edition. Wiley, New York.
  • Myers, R. H., Montgomery, D. C., Vining, G. G. and Robinson, T. J. (2010). Generalized Linear Models with Applications in Engineering and the Sciences, 2nd edition. Wiley, New York.
  • Velleman, P. F. and Welsch, R. E. (1981). Efficient computing of regression diagnostics. The American Statistician, 35(4), 234–242.

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