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    Package ‘GWmodel’


    Lu, Binbin and Harris, Paul and Charlton, Martin and Brunsdon, Chris and Nakaya, Tomoki and Gollini, Isabella (2015) Package ‘GWmodel’. Documentation. National University of Ireland Maynooth. (Unpublished)

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    Abstract

    In GWmodel, we introduce techniques from a particular branch of spatial statis- tics,termed geographically-weighted (GW) models. GW models suit situa- tions when data are not described well by some global model, but where there are spatial re- gions where a suitably localised calibration provides a better description. GWmodel in- cludes functions to calibrate: GW summary statistics, GW principal components analy- sis, GW discriminant analysis and various forms of GW regression; some of which are pro- vided in basic and robust (outlier resistant) forms.

    Item Type: Monograph (Documentation)
    Keywords: Geographically-Weighted Models;
    Academic Unit: Faculty of Science and Engineering > Research Institutes > National Centre for Geocomputation, NCG
    Item ID: 5753
    Depositing User: Martin Charlton
    Date Deposited: 02 Feb 2015 12:27
    Publisher: National University of Ireland Maynooth
    URI:

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