Publication Cover
Journal of Quality Technology
A Quarterly Journal of Methods, Applications and Related Topics
Volume 15, 1983 - Issue 3
34
Views
16
CrossRef citations to date
0
Altmetric
Book Reviews

Regression Diagnostics: Identifying Influential Data and Sources of Collinearity

Pages 149-153 | Published online: 22 Feb 2018

References

  • Berk, K. N. (1977). “Tolerance and Condition in Regression Computations”. Journal of the American Statistical Association 72, pp. 863–866.
  • Bollinger, G. (1981). Review of Regression Diagnostics: Identifying Influential Data and Sources of Collinearity by D. A. Belsley; E. Kuh; and R. E. Welsch. Journal of Marketing Research 28, pp. 392–393.
  • Box, G. E. P.; Hunter, W. G.; and Hunter, J. H. (1978). Statistics for Experimenters. Wiley-Interscience, John Wiley and Sons, Inc., New York, New York.
  • Henderson, H. V. and Velleman, P. F. (1981). “Building Multiple Regression Models Interactively”. Biometrics 37, pp. 391–411.
  • Hoerl, A. E. and Kennard, R. W. (1970). “Ridge Regression: Applications to Nonorthogonal Problems”. Technometrics 12, pp. 69–82.
  • Marquardt, D. W. (1970). “Generalized Inverses, Ridge Regression, Biased Linear Estimation, and Nonlinear Estimation”. Technometrics 12, pp. 591–612.
  • Marquardt, D. W. (1980). “You Should Standardize the Predictor Variables in Your Regression Models”; discussion of “A Critique of Some Ridge Regression Methods” by G. Smith and F. Campbell. Journal of the American Statistical Association 75, pp. 87–91.
  • Marquardt, D. W. and Snee, R. D. (1975). “Ridge Regression in Practice”. The American Statistician 29, pp. 3–20.
  • Mason, R. L.; Gunst, F. R.; and Webster, J. T. (1975). “Regression Analysis and Problems of Multicollinearity”. Communications in Statistics 4, pp. 277–292.
  • Montgomery, D. C. and Peck, E. A. (1982). Introduction to Linear Regression Analysis. Wiley-Interscience, John Wiley and Sons, Inc., New York, New York.
  • Rutherford, A. A. (1981). Review of Fitting Equations to Data, Second Edition, by C. Daniel and F. S. Wood. Biometrics 37, pp. 418–419.
  • Smith, P. L. (1981). “The Use of Analysis of Covariance to Analyze Data from Designed Experiments with Missing or Mixed-up Values”. Applied Statistics 30, pp. 1–8.
  • Snee, R. D. (1971a). “A Note on the Use of Residuals to Examine the Assumptions of Covariance Analysis”. Technometrics 13, pp. 430–437.
  • Snee, R. D. (1971b). “Design and Analysis of Mixture Experiments”. Journal of Quality Technology 3, pp. 159–169.
  • Snee, R. D. (1973). “Some Aspects of Nonorthogonal Data Analysis. Part I. Developing Prediction Equations”. Journal of Quality Technology 5, pp. 67–79.
  • Snee, R. D. (1977). “Validation of Regression Models: Methods and Examples”. Technometrics 19, pp. 415–428.
  • Snee, R. D. and Rayner, A. A. (1982). “Assessing the Accuracy of Mixture Model Regression Calculations”. Journal of Quality Technology 14, pp. 67–79.
  • Velleman, P. F. and Welsch, R. E. (1981). “Efficient Computing of Regression Diagnostics”. The American Statistician 35, pp. 234–242.

Reprints and Corporate Permissions

Please note: Selecting permissions does not provide access to the full text of the article, please see our help page How do I view content?

To request a reprint or corporate permissions for this article, please click on the relevant link below:

Academic Permissions

Please note: Selecting permissions does not provide access to the full text of the article, please see our help page How do I view content?

Obtain permissions instantly via Rightslink by clicking on the button below:

If you are unable to obtain permissions via Rightslink, please complete and submit this Permissions form. For more information, please visit our Permissions help page.