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2011•Wuhan Daxue xuebao. Xinxi kexue banRequires access

Modeling Land Use Change Using Multinomial Logistic Regression

Qingyun Du

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Abstract

We discuss multinomial logistic regression for land use change.Binary logistic regression could be extended to multinomial logistic regression,which exists to handle the case of dependents with more classes than two.Coefficients for each land use types are calculated and also used for prediction of competition.The result shows that the simulation in case of Jiayu County with correct percentage of 73.5% is satisfying.

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What this paper is about

We discuss multinomial logistic regression for land use change.Binary logistic regression could be extended to multinomial logistic regression,which exists to handle the case of dependents with more classes than two.Coefficients for each land use types are calculated and also used for prediction of competition.The result shows that the simulation in case of Jiayu County with correct percentage of 73.5% is satisfying.

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Available abstract

We discuss multinomial logistic regression for land use change.Binary logistic regression could be extended to multinomial logistic regression,which exists to handle the case of dependents with more classes than two.Coefficients for each land use types are calculated and also used for prediction of competition.The result shows that the simulation in case of Jiayu County with correct percentage of 73.5% is satisfying.

Key concepts: Multinomial logistic regression, Logistic regression, Multinomial distribution, Statistics, Binomial regression, Regression, Logistic distribution, Econometrics

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