메뉴 건너뛰기




Volumn 59, Issue 2, 2005, Pages 127-136

Graphical views of suppression and multicollinearity in multiple linear regression

Author keywords

Collinearity; Enhancement; Multiple regression; Suppression; Variable selection in linear regression

Indexed keywords


EID: 18144399679     PISSN: 00031305     EISSN: None     Source Type: Journal    
DOI: 10.1198/000313005X41337     Document Type: Article
Times cited : (164)

References (27)
  • 4
    • 0002529520 scopus 로고
    • A revised definition for suppressor variables: A guide to their identification and interpretation
    • Conger, A. J. (1974), "A Revised Definition for Suppressor Variables: A Guide to their Identification and Interpretation," Educational and Psychological Measurement, 34, 35-4-6.
    • (1974) Educational and Psychological Measurement , vol.34
    • Conger, A.J.1
  • 5
    • 0010035168 scopus 로고
    • Some comments on bivariate regression
    • Currie, I., and Korabinski, A. (1984), "Some Comments on Bivariate Regression," The Statistician, 33, 283-292.
    • (1984) The Statistician , vol.33 , pp. 283-292
    • Currie, I.1    Korabinski, A.2
  • 6
    • 0014265802 scopus 로고
    • Multiple regression in psychological research and practice
    • Darlington, R. B. (1968), "Multiple Regression in Psychological Research and Practice," Psychological Bulletin, 69, 161-182.
    • (1968) Psychological Bulletin , vol.69 , pp. 161-182
    • Darlington, R.B.1
  • 9
    • 18144397655 scopus 로고    scopus 로고
    • draft, McMaster University
    • _ (2003), "Linear Models, Problems," draft, McMaster University.
    • (2003) Linear Models, Problems
  • 10
    • 0036347190 scopus 로고    scopus 로고
    • Comment on "the inequality between the coefficient of determination and the sum of squared simple correlation coefficients"
    • Letter to the Editor, by Shieh, G.
    • Friedman, L. (2002), Letter to the Editor, Comment on "The Inequality between the Coefficient of Determination and the Sum of Squared Simple Correlation Coefficients" by Shieh, G., The American Statistician, 56, 82.
    • (2002) The American Statistician , vol.56 , pp. 82
    • Friedman, L.1
  • 11
    • 84952488496 scopus 로고
    • 2: Correlated variables are not always redundant
    • 2: Correlated Variables are not Always Redundant," The American Statistician, 41, 129-132.
    • (1987) The American Statistician , vol.41 , pp. 129-132
    • Hamilton, D.1
  • 12
    • 0017947982 scopus 로고
    • Hedonic prices and the demand for clean air
    • Data retrieved from StatLib This is the uncorrected version of the Boston Housing Price Dataset
    • Harrison, D., and Rubinfeld, D. L. (1978), "Hedonic Prices and the Demand for Clean Air," Journal of Environmental Economics and Management, 5, 81-102. Data retrieved from StatLib at http://www.stat.unipg.it/stat/statlib/datasets/. This is the uncorrected version of the Boston Housing Price Dataset.
    • (1978) Journal of Environmental Economics and Management , vol.5 , pp. 81-102
    • Harrison, D.1    Rubinfeld, D.L.2
  • 15
    • 18144398012 scopus 로고    scopus 로고
    • Multicollinearity: When the solution is the problem
    • ed. O. P. Rud, New York: Wiley
    • Leahy, K. (2000), "Multicollinearity: When the Solution is the Problem" in Data Mining Cookbook, ed. O. P. Rud, New York: Wiley.
    • (2000) Data Mining Cookbook
    • Leahy, K.1
  • 16
    • 0013343431 scopus 로고
    • Suppression and enhancement in bivariate regression
    • Lewis, J., and Escobar, L. (1986), "Suppression and Enhancement in Bivariate Regression," The Statistician, 35, 17-26.
    • (1986) The Statistician , vol.35 , pp. 17-26
    • Lewis, J.1    Escobar, L.2
  • 17
    • 0037327084 scopus 로고    scopus 로고
    • Suppression and confounding in action
    • Lynn, H. S. (2003), "Suppression and Confounding in Action," The American Statistician, 57, 58-61.
    • (2003) The American Statistician , vol.57 , pp. 58-61
    • Lynn, H.S.1
  • 18
    • 0035541120 scopus 로고    scopus 로고
    • Suppressor variables in path models: Definitions and interpretations
    • Maassen, G. H., and Bakker, A. B. (2001), "Suppressor Variables in Path Models: Definitions and Interpretations," Sociological Methods and Research, 30, 241-270.
    • (2001) Sociological Methods and Research , vol.30 , pp. 241-270
    • Maassen, G.H.1    Bakker, A.B.2
  • 19
    • 0040254560 scopus 로고
    • The relationship between the multiple and the zero-order correlation coefficients
    • Mitra, S. (1988), "The Relationship Between the Multiple and the Zero-order Correlation Coefficients," The American Statistician, 42, 89.
    • (1988) The American Statistician , vol.42 , pp. 89
    • Mitra, S.1
  • 20
    • 18144393999 scopus 로고
    • Doctoral dissertation, University of California, Ann Arbor, Ann Arbor, MI: University Microfilms No. 74-7671
    • Neill, J. J. (1973), "Tests of the Equality of Two Dependent Correlations," Doctoral dissertation, University of California, Ann Arbor, Ann Arbor, MI: University Microfilms No. 74-7671.
    • (1973) Tests of the Equality of Two Dependent Correlations
    • Neill, J.J.1
  • 22
    • 0031506280 scopus 로고    scopus 로고
    • The relationship among sums of squares, correlation coefficients, and suppression
    • Sharpe, N., and Roberts, R. (1997), "The Relationship among Sums of Squares, Correlation Coefficients, and Suppression," The American Statistician, 51, 46-48.
    • (1997) The American Statistician , vol.51 , pp. 46-48
    • Sharpe, N.1    Roberts, R.2
  • 23
    • 0035587910 scopus 로고    scopus 로고
    • The inequality between the coefficient of determination and the sum of squared simple correlation coefficients
    • Shieh, G. (2001), "The Inequality Between the Coefficient of Determination and the Sum of Squared Simple Correlation Coefficients," The American Statistician, 55, 121-124.
    • (2001) The American Statistician , vol.55 , pp. 121-124
    • Shieh, G.1
  • 24
    • 0007274775 scopus 로고
    • On the differences between conger's and velicer's definitions of suppressor
    • Tzelgov, J., and Henik, A. (1981), "On the Differences Between Conger's and Velicer's Definitions of Suppressor," Educational Measurement, 41, 1027-1031.
    • (1981) Educational Measurement , vol.41 , pp. 1027-1031
    • Tzelgov, J.1    Henik, A.2
  • 25
    • 0001025044 scopus 로고
    • Suppression situations in psychological research: Definitions, implications and applications
    • _ (1991), "Suppression Situations in Psychological Research: Definitions, Implications and Applications," Psychological Bulletin, 109, 524-536.
    • (1991) Psychological Bulletin , vol.109 , pp. 524-536
  • 26
    • 84970396607 scopus 로고
    • Relationships between variables in three variable linear regression and the concept of suppressor
    • Tzelgov, J., and Stern, I. (1978), "Relationships between Variables in Three Variable Linear Regression and the Concept of Suppressor," Educational and Psychological Measurement, 38, 325-335.
    • (1978) Educational and Psychological Measurement , vol.38 , pp. 325-335
    • Tzelgov, J.1    Stern, I.2
  • 27
    • 46749102236 scopus 로고
    • Suppressor variables and the semipartial correlation coefficient
    • Velicer, W. (1968), "Suppressor Variables and the Semipartial Correlation Coefficient," Educational and Psychological Measurement, 38, 953-958.
    • (1968) Educational and Psychological Measurement , vol.38 , pp. 953-958
    • Velicer, W.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.