메뉴 건너뛰기




Volumn 31, Issue 2, 2006, Pages 157-180

Comparing predictors in multivariate regression models: An extension of dominance analysis

Author keywords

Dominance analysis; Multivariate association; Multivariate regression; Predictor importance

Indexed keywords


EID: 33746115266     PISSN: 10769986     EISSN: None     Source Type: Journal    
DOI: 10.3102/10769986031002157     Document Type: Article
Times cited : (108)

References (46)
  • 2
    • 3042555737 scopus 로고    scopus 로고
    • Unpublished doctoral dissertation, University of Illinois, Urbana-Champaign
    • 2 difference. Unpublished doctoral dissertation, University of Illinois, Urbana-Champaign.
    • (2000) 2 Difference
    • Azen, R.1
  • 3
    • 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
  • 5
    • 0030342538 scopus 로고    scopus 로고
    • Parental psychological control: Revisiting a neglected construct
    • Barber, B. K. (1996). Parental psychological control: Revisiting a neglected construct. Child Development, 67, 3296-3319.
    • (1996) Child Development , vol.67 , pp. 3296-3319
    • Barber, B.K.1
  • 6
    • 77951801920 scopus 로고
    • How to standardize regression coefficients
    • Bring, J. (1994). How to standardize regression coefficients. The American Statistician, 48, 209-213.
    • (1994) The American Statistician , vol.48 , pp. 209-213
    • Bring, J.1
  • 7
    • 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
  • 8
    • 0035531766 scopus 로고    scopus 로고
    • Use of structure coefficients in published multiple regression articles: β is not enough
    • Courville, T., & Thompson, B. (2001). Use of structure coefficients in published multiple regression articles: β is not enough. Educational and Psychological Measurement, 61, 229-248.
    • (2001) Educational and Psychological Measurement , vol.61 , pp. 229-248
    • Courville, T.1    Thompson, B.2
  • 9
    • 0002388860 scopus 로고
    • Some symmetric, invariant measures of multivariate association
    • Cramer, E. M., & Nicewander, W. A. (1979). Some symmetric, invariant measures of multivariate association. Psychometriku, 44, 43-54.
    • (1979) Psychometriku , vol.44 , pp. 43-54
    • Cramer, E.M.1    Nicewander, W.A.2
  • 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
  • 11
    • 0001454450 scopus 로고    scopus 로고
    • Interpretations of multiple regression borrowed from factor analysis and canonical correlation
    • Dunlap, W. P., & Landis, R. S. (1998). Interpretations of multiple regression borrowed from factor analysis and canonical correlation. Journal of General Psychology, 125, 397-407.
    • (1998) Journal of General Psychology , vol.125 , pp. 397-407
    • Dunlap, W.P.1    Landis, R.S.2
  • 12
    • 0002344794 scopus 로고
    • Bootstrap methods: Another look at the jackknife
    • Efron, B. (1979). Bootstrap methods: Another look at the jackknife. The Annals of Statistics, 7, 1-26.
    • (1979) The Annals of Statistics , vol.7 , pp. 1-26
    • Efron, B.1
  • 14
    • 0039078118 scopus 로고
    • Orthogonal predictors: A possible resolution of the Hoffmun-Ward controversy
    • Gibson, W. A. (1962). Orthogonal predictors: A possible resolution of the Hoffmun-Ward controversy. Psychological Reports, 11, 32-34.
    • (1962) Psychological Reports , vol.11 , pp. 32-34
    • Gibson, W.A.1
  • 15
    • 0007589525 scopus 로고
    • A new measure of predictor variable importance in multiple regression
    • Green, P. E., Carroll. D., & DeSarbo. W. (1978). A new measure of predictor variable importance in multiple regression. Journal of Marketing Research, 15, 356-360.
    • (1978) Journal of Marketing Research , vol.15 , pp. 356-360
    • Green, P.E.1    Carroll, D.2    Desarbo, W.3
  • 16
  • 17
    • 0007188215 scopus 로고
    • The asymptotic distribution of commonality components
    • Hedges, L. V., & Olkin, I. (1981). The asymptotic distribution of commonality components. Psychometrika, 46, 331-336.
    • (1981) Psychometrika , vol.46 , pp. 331-336
    • Hedges, L.V.1    Olkin, I.2
  • 18
    • 0040558027 scopus 로고    scopus 로고
    • A heuristic method for estimating the relative weight of predictor variables in multiple regression
    • Johnson, J. W. (2000). A heuristic method for estimating the relative weight of predictor variables in multiple regression. Multivariate Behavioral Research, 35, 1-19.
    • (2000) Multivariate Behavioral Research , vol.35 , pp. 1-19
    • Johnson, J.W.1
  • 19
    • 3042640145 scopus 로고    scopus 로고
    • History and use of relative importance indices in organizational research
    • Johnson, J. W., & LeBreton, J. M. (2004). History and use of relative importance indices in organizational research. Organizational Research Methods, 7, 238-257.
    • (2004) Organizational Research Methods , vol.7 , pp. 238-257
    • Johnson, J.W.1    Lebreton, J.M.2
  • 21
    • 0004707958 scopus 로고
    • Relative importance by averaging over orderings
    • Kruskal, W. (1987). Relative importance by averaging over orderings. The American Statistician, 41, 6-10.
    • (1987) The American Statistician , vol.41 , pp. 6-10
    • Kruskal, W.1
  • 25
    • 0141858626 scopus 로고
    • Macro-analysis of the American educational system
    • Mood, A. M. (1969). Macro-analysis of the American educational system. Operations Research, 17, 770-784.
    • (1969) Operations Research , vol.17 , pp. 770-784
    • Mood, A.M.1
  • 26
    • 0141747097 scopus 로고
    • Partitioning variance in multiple regression analyses as a tool for developing learning models
    • Mood, A. M. (1971). Partitioning variance in multiple regression analyses as a tool for developing learning models. American Educational Research Journal, 8, 191-202.
    • (1971) American Educational Research Journal , vol.8 , pp. 191-202
    • Mood, A.M.1
  • 28
    • 0010747570 scopus 로고
    • Relationship between redundancy analysis, canonical correlation, and multivariate regression
    • Muller, K. E. (1981). Relationship between redundancy analysis, canonical correlation, and multivariate regression. Psychometrika, 46, 139-142.
    • (1981) Psychometrika , vol.46 , pp. 139-142
    • Muller, K.E.1
  • 29
    • 0002175110 scopus 로고
    • A development of multiple regression for the analysis of routine data
    • Newton, R. G., & Spurrell, D. J. (1967a). A development of multiple regression for the analysis of routine data. Applied Statistics, 16, 51-64.
    • (1967) Applied Statistics , vol.16 , pp. 51-64
    • Newton, R.G.1    Spurrell, D.J.2
  • 30
    • 0000574562 scopus 로고
    • Examples of the use of elements for clarifying regression analysis
    • Newton, R. O., & Spurrell, D. J. (1967b). Examples of the use of elements for clarifying regression analysis. Applied Statistics, 16, 165-172.
    • (1967) Applied Statistics , vol.16 , pp. 165-172
    • Newton, R.O.1    Spurrell, D.J.2
  • 31
    • 0033240039 scopus 로고    scopus 로고
    • Standard errors of matrix correlations
    • Ogasawara, H. (1998). Standard errors of matrix correlations. Multivariate Behavioral Research, 34, 103-122.
    • (1998) Multivariate Behavioral Research , vol.34 , pp. 103-122
    • Ogasawara, H.1
  • 32
    • 84970269777 scopus 로고
    • Analytic methods in studies of educational effects
    • F. N. Kerlinger (Ed.), Itasca, IL: Peacock
    • Pedhazur, E. J. (1975). Analytic methods in studies of educational effects. In F. N. Kerlinger (Ed.), Review of research in education 3. Itasca, IL: Peacock.
    • (1975) Review of Research in Education , vol.3
    • Pedhazur, E.J.1
  • 34
    • 0001906997 scopus 로고
    • Dividing the indivisible: Using simple symmetry to partition variance explained
    • T. Pukkila and 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 and S. Puntanen (Eds.), Proceedings of the Second International Tampere Conference in Statistics (pp. 245-260). Tampere, Finland: University of Tampere.
    • (1987) Proceedings of the Second International Tampere Conference in Statistics , pp. 245-260
    • Pratt, J.W.1
  • 36
    • 0002603663 scopus 로고    scopus 로고
    • Information indices: Unification and applications
    • Soon, E. S., & Retzer, J. J. (2002). Information indices: Unification and applications. Journal of Econometrics, 107, 17-40.
    • (2002) Journal of Econometrics , vol.107 , pp. 17-40
    • Soon, E.S.1    Retzer, J.J.2
  • 37
    • 0034551173 scopus 로고    scopus 로고
    • A framework for measuring the importance of variables with applications to management research and decision models
    • Soofi, E. S., Retzcr, J. J., & Yasai-Ardekani, M. (2000). A framework for measuring the importance of variables with applications to management research and decision models. Decision Sciences, 31, 595-625.
    • (2000) Decision Sciences , vol.31 , pp. 595-625
    • Soofi, E.S.1    Retzcr, J.J.2    Yasai-Ardekani, M.3
  • 38
    • 0014328120 scopus 로고
    • A general canonical correlation index
    • Stewart, D., & Love, W. (1968). A general canonical correlation index. Psychological Bulletin, 70, 160-163.
    • (1968) Psychological Bulletin , vol.70 , pp. 160-163
    • Stewart, D.1    Love, W.2
  • 40
    • 38249033209 scopus 로고
    • How many bits of information does an independent variable yield in a multiple regression?
    • Theil, H. (1987). How many bits of information does an independent variable yield in a multiple regression? Statistics & Probability Letters, 6, 107-108.
    • (1987) Statistics & Probability Letters , vol.6 , pp. 107-108
    • Theil, H.1
  • 41
    • 0038891935 scopus 로고
    • Information-theoretic measures of fit for univariate and multivariate linear regressions
    • Theil, H., & Chung, C.-F. (1988). Information-theoretic measures of fit for univariate and multivariate linear regressions. The American Statistician, 42, 249-252.
    • (1988) The American Statistician , vol.42 , pp. 249-252
    • Theil, H.1    Chung, C.-F.2
  • 43
    • 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
  • 46
    • 3042555736 scopus 로고
    • Some properties of two measures of multivarate association
    • Van den Burg, W., & Lewis, C. (1988). Some properties of two measures of multivarate association. Psychometrika, 53, 109-122.
    • (1988) Psychometrika , vol.53 , pp. 109-122
    • Van Den Burg, W.1    Lewis, C.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.