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[Studies on the methodology of QSAR--an improved stepwise regression analysis].

Wang Js, Guo Zr

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Abstract

An improved multiple stepwise regression analysis for the quantitative structureactivity relationship was developed, so as to simplify the computation and save the computer time. The method is different from the usual stepwise regression analysis, and the all-equation approach in multiple regression analysis.

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What this paper is about

An improved multiple stepwise regression analysis for the quantitative structureactivity relationship was developed, so as to simplify the computation and save the computer time. The method is different from the usual stepwise regression analysis, and the all-equation approach in multiple regression analysis.

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Available abstract

An improved multiple stepwise regression analysis for the quantitative structureactivity relationship was developed, so as to simplify the computation and save the computer time. The method is different from the usual stepwise regression analysis, and the all-equation approach in multiple regression analysis.

Key concepts: Stepwise regression, Regression analysis, Quantitative structure–activity relationship, Regression, Regression diagnostic, Cross-sectional regression, Computation, Statistics

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