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Two kinds of estimation of mixed geographically weighted regression models. (Chinese. English summary) Zbl 1150.62402

Summary: The regression coefficients in mixed geographically weighted regression models are characterized by that a part of the regression coefficients are unknown constants while other regression coefficients are unknown functions of geographical locations. On the basis of this characteristic of the coefficients, two simple and efficient methods, the backfeed method and two-step estimation method, are given for the estimation of the dependent variables in the models.

MSC:

62J99 Linear inference, regression
86A32 Geostatistics
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