메뉴 건너뛰기




Volumn 84, Issue 11, 2003, Pages 2809-2815

Confronting multicollinearity in ecological multiple regression

Author keywords

Confounding factors; Multicollinearity; Multiple regression; Principal components regression; Sequential regression; Structural equation modeling

Indexed keywords

COMMUNITY ECOLOGY; MULTIPLE REGRESSION; STATISTICAL ANALYSIS;

EID: 1342330862     PISSN: 00129658     EISSN: None     Source Type: Journal    
DOI: 10.1890/02-3114     Document Type: Article
Times cited : (1943)

References (25)
  • 3
    • 0031871567 scopus 로고    scopus 로고
    • Variation in flowering phenology and its consequences for lupines colonizing Mount St. Helens
    • Bishop, J. G., and D. W. Schemske. 1998. Variation in flowering phenology and its consequences for lupines colonizing Mount St. Helens. Ecology 79:534-546.
    • (1998) Ecology , vol.79 , pp. 534-546
    • Bishop, J.G.1    Schemske, D.W.2
  • 5
    • 0028974081 scopus 로고
    • Direct and indirect effects of prior grazing of goldenrod upon the performance of a leaf beetle
    • Brown, D. G., and A. E. Weis. 1995. Direct and indirect effects of prior grazing of goldenrod upon the performance of a leaf beetle. Ecology 76:426-436.
    • (1995) Ecology , vol.76 , pp. 426-436
    • Brown, D.G.1    Weis, A.E.2
  • 6
    • 0024180812 scopus 로고
    • The use of regression for detecting competition with multicollinear data
    • Carnes, B. A., and N. A. Slade. 1988. The use of regression for detecting competition with multicollinear data. Ecology 69:1266-1274.
    • (1988) Ecology , vol.69 , pp. 1266-1274
    • Carnes, B.A.1    Slade, N.A.2
  • 10
    • 51649109955 scopus 로고
    • All possible regressions with less computations
    • Furnival, G. M. 1971. All possible regressions with less computations. Technometrics 13:403-408.
    • (1971) Technometrics , vol.13 , pp. 403-408
    • Furnival, G.M.1
  • 11
    • 0032944537 scopus 로고    scopus 로고
    • Effects of environmental change on plant species density: Comparing predictions with experiments
    • Gough, L., and J. B. Grace. 1999. Effects of environmental change on plant species density: comparing predictions with experiments. Ecology 80:882-890.
    • (1999) Ecology , vol.80 , pp. 882-890
    • Gough, L.1    Grace, J.B.2
  • 12
    • 0030813605 scopus 로고    scopus 로고
    • Factors determining the upper limit of giant kelp, Macrocystis pyrifera Agardh, along the Monterey Peninsula, central California, USA
    • Graham, M. H. 1997. Factors determining the upper limit of giant kelp, Macrocystis pyrifera Agardh, along the Monterey Peninsula, central California, USA. Journal of Experimental Marine Biology and Ecology 218:127-149.
    • (1997) Journal of Experimental Marine Biology and Ecology , vol.218 , pp. 127-149
    • Graham, M.H.1
  • 15
    • 0025526046 scopus 로고
    • Multivariate analysis in ecology and systematics: Panacea or Pandora's box?
    • James, F. C., and C. E. McCulloch. 1990. Multivariate analysis in ecology and systematics: panacea or Pandora's box? Annual Review of Ecology and Systematics 21:129-166.
    • (1990) Annual Review of Ecology and Systematics , vol.21 , pp. 129-166
    • James, F.C.1    McCulloch, C.E.2
  • 17
    • 0003653587 scopus 로고
    • Lawrence Erlbaum, Mahwah, New Jersey, USA
    • Loehlin, J. C. 1987. Latent variable models. Lawrence Erlbaum, Mahwah, New Jersey, USA.
    • (1987) Latent Variable Models
    • Loehlin, J.C.1
  • 18
    • 0023557028 scopus 로고
    • Regression analysis of natural selection: Statistical inference and biological interpretation
    • Mitchell-Olds, T., and R. G. Shaw. 1987. Regression analysis of natural selection: statistical inference and biological interpretation. Evolution 41:1149-1161.
    • (1987) Evolution , vol.41 , pp. 1149-1161
    • Mitchell-Olds, T.1    Shaw, R.G.2
  • 20
    • 0030304598 scopus 로고    scopus 로고
    • Inferring multiple causality: The limitations of path analysis
    • Petraitis, P. S., A. E. Dunham, and P. H. Niewiarowski. 1996. Inferring multiple causality: the limitations of path analysis. Functional Ecology 10:421-431.
    • (1996) Functional Ecology , vol.10 , pp. 421-431
    • Petraitis, P.S.1    Dunham, A.E.2    Niewiarowski, P.H.3
  • 21
    • 0002869096 scopus 로고
    • Multiple regression: Herbivory
    • S. M. Scheiner and J. Gurevitch, editors. Chapman and Hall, New York, New York, USA
    • Philippi, T. E. 1993. Multiple regression: herbivory. Pages 183-210 in S. M. Scheiner and J. Gurevitch, editors. Design and analysis of ecological experiments. Chapman and Hall, New York, New York, USA.
    • (1993) Design and Analysis of Ecological Experiments , pp. 183-210
    • Philippi, T.E.1
  • 22
    • 0004176755 scopus 로고
    • John Wiley and Sons, New York, New York, USA
    • Scheffe, H. 1959. The analysis of variance. John Wiley and Sons, New York, New York, USA.
    • (1959) The Analysis of Variance
    • Scheffe, H.1
  • 23
    • 0032839236 scopus 로고    scopus 로고
    • Testing causal explanations in organismal biology: Causation, correlation and structural equation modeling
    • Shipley, B. 1999. Testing causal explanations in organismal biology: causation, correlation and structural equation modeling. Oikos 86:374-382.
    • (1999) Oikos , vol.86 , pp. 374-382
    • Shipley, B.1
  • 25
    • 0002907706 scopus 로고    scopus 로고
    • Structural equation modeling
    • B. G. Tabachnick and L. S. Fidell, editors. HarperCollins College Publishers, New York, New York, USA
    • Ullman, J. B. 1996. Structural equation modeling. Pages 709-812 in B. G. Tabachnick and L. S. Fidell, editors. Using multivariate statistics. HarperCollins College Publishers, New York, New York, USA.
    • (1996) Using Multivariate Statistics , pp. 709-812
    • Ullman, J.B.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.