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Study on establishment of traffic generation model in combination with land-use
Pages: 285-290
Year: Issue:  4
Journal: Resources Survey & Environment

Keyword:  偏最小二乘回归(PLSR)土地利用交通发生量多元回归;
Abstract: 针对出行生成预测中变量众多以及多重相关性问题,以常州调查数据为样本,分别采用逐步回归分析方法和偏最小二乘回归(PLSR)方法,建立基于土地利用形态的交通发生量模型.并对两者建模方法进行分析比较,结果表明PLSR能有效地解决变量多重相关性问题,模型意义清晰,效果显著.
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