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Trudy SPIIRAN, 2011, Issue 19, Pages 255–267 (Mi trspy477)  
Relative importance of predictor variables in analysis of risk behavior determinants (brief review)

V. B. Lushina, A. L. Tulupyevb, T. V. Tulupyevac

a New York University
b St. Petersburg Institute for Informatics and Automation of RAS
c St. Petersburg State University, Department of Mathematics and Mechanics
Full-text PDF (1077 kB)
Abstract: One of the key analytic problems in behavioral epidemiology research is related to determining most important factors among those that influence the behavior of interest. The present paper offers a brief review of the method designed to estimate relative importance of predictor variables described by J. W. Johnson. Examples are discussed that illustrate the use of relative importance analysis to examine and compare impacts of determinants of sexual risk behavior.
Keywords: relative importance, relative weight, regression analysis, risk behavior.
Received: 13.12.2011
Accepted: 29.11.2011
Document Type: Article
UDC: 311.2+616-036.22
Language: Russian
Citation: V. B. Lushin, A. L. Tulupyev, T. V. Tulupyeva, “Relative importance of predictor variables in analysis of risk behavior determinants (brief review)”, Tr. SPIIRAN, 19 (2011), 255–267
Citation in format AMSBIB
\Bibitem{LusTulTul11}
\by V.~B.~Lushin, A.~L.~Tulupyev, T.~V.~Tulupyeva
\paper Relative importance of predictor variables in analysis of risk behavior determinants (brief review)
\jour Tr. SPIIRAN
\yr 2011
\vol 19
\pages 255--267
\mathnet{http://mi.mathnet.ru/trspy477}
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  • https://www.mathnet.ru/eng/trspy/v19/p255
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