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Volumn 32, Issue 1, 2007, Pages 61-91

Point estimates and confidence intervals for variable importance in multiple linear regression

Author keywords

Asymptotic variances; Bonferroni intervals; Normalized Pratt measures; Relative importance; Simultaneous confidence intervals

Indexed keywords


EID: 34147223416     PISSN: 10769986     EISSN: None     Source Type: Journal    
DOI: 10.3102/1076998606298037     Document Type: Article
Times cited : (25)

References (30)
  • 2
    • 0141768106 scopus 로고    scopus 로고
    • The dominance analysis approach for comparing predictors in multiple regression
    • Azen, R., & Budescu, D. V. (2003). The dominance analysis approach for comparing predictors in multiple regression. Psychological Methods, 8, 129-148.
    • (2003) Psychological Methods , vol.8 , pp. 129-148
    • Azen, R.1    Budescu, D.V.2
  • 6
    • 77951801920 scopus 로고
    • How to standardize regression coefficients
    • Bring, J. (1994). How to standardize regression coefficients. American Statistician, 48, 209-213.
    • (1994) American Statistician , vol.48 , pp. 209-213
    • Bring, J.1
  • 7
    • 0030554510 scopus 로고    scopus 로고
    • A geometric approach to compare variables in a regression model
    • Bring, J. (1996). A geometric approach to compare variables in a regression model. American Statistician, 50, 57-62.
    • (1996) American Statistician , vol.50 , pp. 57-62
    • Bring, J.1
  • 8
    • 12044256695 scopus 로고
    • Dominance analysis: A new approach to the problem of relative importance of predictors in multiple regression
    • Budescu, D. V. (1993). Dominance analysis: A new approach to the problem of relative importance of predictors in multiple regression. Psychological Bulletin, 114, 542-551.
    • (1993) Psychological Bulletin , vol.114 , pp. 542-551
    • Budescu, D.V.1
  • 10
    • 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
  • 12
    • 0022573786 scopus 로고
    • The fallacy of employing standardized regression coefficients and correlations as measures of effect
    • Greenland, S., Schlesselman, J. J., & Criqui, M. H. (1986). The fallacy of employing standardized regression coefficients and correlations as measures of effect. American Journal of Epidemiology, 123, 203-208.
    • (1986) American Journal of Epidemiology , vol.123 , pp. 203-208
    • Greenland, S.1    Schlesselman, J.J.2    Criqui, M.H.3
  • 13
  • 14
    • 84942484786 scopus 로고
    • Ridge regression: Biased estimation for nonorthogonal problems
    • Hoerl, A. E., & Kennard, R. W. (1970). Ridge regression: Biased estimation for nonorthogonal problems. Technometrics, 12, 55-67.
    • (1970) Technometrics , vol.12 , pp. 55-67
    • Hoerl, A.E.1    Kennard, R.W.2
  • 15
    • 34147199561 scopus 로고    scopus 로고
    • Kendal, M., & Stuart, A. (1977). The advanced theory of statistics, 1, distribution theory (4th ed.). New York: Macmillan.
    • Kendal, M., & Stuart, A. (1977). The advanced theory of statistics, Vol. 1, distribution theory (4th ed.). New York: Macmillan.
  • 16
    • 34147200214 scopus 로고    scopus 로고
    • Practical significance: A concept whose time has come
    • Kirk, R. E. (1996). Practical significance: A concept whose time has come. Educational and Psychological Measurement, 23, 655-675.
    • (1996) Educational and Psychological Measurement , vol.23 , pp. 655-675
    • Kirk, R.E.1
  • 18
    • 0004707958 scopus 로고
    • Relative importance by averaging over orderings
    • Kruskal, W. (1987). Relative importance by averaging over orderings. American Statistician, 41, 6-10.
    • (1987) American Statistician , vol.41 , pp. 6-10
    • Kruskal, W.1
  • 19
    • 0007306666 scopus 로고
    • Concepts of relative importance in recent scientific literature
    • Kruskal, W., & Majors, R. (1989). Concepts of relative importance in recent scientific literature. American Statistician, 43, 2-6.
    • (1989) American Statistician , vol.43 , pp. 2-6
    • Kruskal, W.1    Majors, R.2
  • 20
    • 2942611661 scopus 로고
    • Measures of multivariate skewness and kurtosis with applications
    • Mardia, K. V. (1970). Measures of multivariate skewness and kurtosis with applications. Biometrika, 57, 519-530.
    • (1970) Biometrika , vol.57 , pp. 519-530
    • Mardia, K.V.1
  • 22
    • 85004908574 scopus 로고
    • A comparison of some methodologies for the factor analysis of non-normal Likert variables: A note on the size of the model
    • Muthen, B., & Kaplan, D. (1992). A comparison of some methodologies for the factor analysis of non-normal Likert variables: A note on the size of the model. British Journal of Mathematical and Statistical Psychology, 45, 19-30.
    • (1992) British Journal of Mathematical and Statistical Psychology , vol.45 , pp. 19-30
    • Muthen, B.1    Kaplan, D.2
  • 23
    • 0001906997 scopus 로고
    • Dividing the indivisible: Using simple symmetry to partition variance explained
    • T. Pukkila & S. Puntanen Eds, Tampere, Finland: University of Tampere
    • Pratt, J. W. (1987). Dividing the indivisible: Using simple symmetry to partition variance explained. In T. Pukkila & S. Puntanen (Eds.), Proceedings of the Second International Conference in Statistics (pp. 245-260). Tampere, Finland: University of Tampere.
    • (1987) Proceedings of the Second International Conference in Statistics , pp. 245-260
    • Pratt, J.W.1
  • 25
    • 84925486182 scopus 로고
    • Interpreting discriminant functions: A data analytic approach
    • Thomas, D. R. (1992). Interpreting discriminant functions: A data analytic approach. Multivariate Behavioral Research, 27, 335-362.
    • (1992) Multivariate Behavioral Research , vol.27 , pp. 335-362
    • Thomas, D.R.1
  • 27
    • 0000422892 scopus 로고
    • Small-sample comparisons of level and power for simple goodness-of-fit statistics under cluster sampling
    • Thomas, D. R., & Rao, J. N. K. (1987). Small-sample comparisons of level and power for simple goodness-of-fit statistics under cluster sampling. Journal of the American Statistical Association, 82, 630-636.
    • (1987) Journal of the American Statistical Association , vol.82 , pp. 630-636
    • Thomas, D.R.1    Rao, J.N.K.2
  • 28
    • 0030507154 scopus 로고    scopus 로고
    • Tests of independence on two-way tables under cluster sampling: An evaluation
    • Thomas, D. R., Singh, A. C., & Roberts, G. R. (1996). Tests of independence on two-way tables under cluster sampling: An evaluation. International Statistical Review, 64, 295-311.
    • (1996) International Statistical Review , vol.64 , pp. 295-311
    • Thomas, D.R.1    Singh, A.C.2    Roberts, G.R.3
  • 29
    • 0030310627 scopus 로고    scopus 로고
    • Using a measure of variable importance to investigate the standardization of discriminant coefficients
    • Thomas, D. R., & Zumbo, B. D. (1996). Using a measure of variable importance to investigate the standardization of discriminant coefficients. Journal of Educational and Behavioral Statistics, 21, 110-130.
    • (1996) Journal of Educational and Behavioral Statistics , vol.21 , pp. 110-130
    • Thomas, D.R.1    Zumbo, B.D.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.