2012Journal of Hangzhou Dianzi UniversityRequires access

Classified Financial Positions of Listed Companies Based on Logistic Regression Model

Sun Wan-ju

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Abstract

This paper constructs ternary logistic model,establishes for actual statistical data based on binary logistic regression model.The significance of dependent variables is tested by using nonparametric tests method to remove the non-significant variable.A linear regression function is determined for each category dependent variable and the models are tested.The analysis results show that this model has good predictive accuracy and practical promotional value in handling regression analysis of qualitative dependent variable.

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What this paper is about

This paper constructs ternary logistic model,establishes for actual statistical data based on binary logistic regression model.The significance of dependent variables is tested by using nonparametric tests method to remove the non-significant variable.A linear regression function is determined for each category dependent variable and the models are tested.The analysis results show that this model has good predictive accuracy and practical promotional value in handling regression analysis of qualitative dependent variable.

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Available abstract

This paper constructs ternary logistic model,establishes for actual statistical data based on binary logistic regression model.The significance of dependent variables is tested by using nonparametric tests method to remove the non-significant variable.A linear regression function is determined for each category dependent variable and the models are tested.The analysis results show that this model has good predictive accuracy and practical promotional value in handling regression analysis of qualitative dependent variable.

Key concepts: Logistic regression, Statistics, Regression analysis, Variable (mathematics), Econometrics, Nonparametric statistics, Variables, Binomial regression

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