• Login
    View Item 
    •   Home
    • UNDERGRADUATE THESES (Koleksi Skripsi Sarjana)
    • UT-Faculty of Mathematics and Natural Sciences
    • View Item
    •   Home
    • UNDERGRADUATE THESES (Koleksi Skripsi Sarjana)
    • UT-Faculty of Mathematics and Natural Sciences
    • View Item
    JavaScript is disabled for your browser. Some features of this site may not work without it.

    Pemodelan Indeks Pembangunan Manusia Di Jawa Timur Dengan Metode Geographically Weighted Lasso (GWL)

    Thumbnail
    View/Open
    doc.pdf (1.441Mb)
    Date
    2024-05-07
    Author
    HENDRIANA, Fezira Rosa
    Metadata
    Show full item record
    Abstract
    The human development index is the achievement of development results in a region or region to assess the high or low quality of life. Human development index data in East Java has spatial relationships of variable values or locations which are thought to have an impact on spatial dependence so that the Geographically Weighted Regression (GWR) method can be used. The aim of this research is to find out what factors influence the Geographically Weighted Lasso (GWL) and to carry out the best modeling of the GWR and GWL methods. GWL is a technique using the lasso approach in the GWR model to overcome multicollinearity. Comparison between GWR and GWL uses RMSE and R-Square (R2) values. The RMSE value of the GWR model < GWL (0.912865 < 0.9738519). The R2 value of the GWR model is 0.966797, while the GWL is 0.962212. Based on these values, it is concluded that the GWR model has better accuracy in explaining the human development index in East Java Province.
    URI
    https://repository.unej.ac.id/xmlui/handle/123456789/121063
    Collections
    • UT-Faculty of Mathematics and Natural Sciences [3452]

    UPA-TIK Copyright © 2024  Library University of Jember
    Contact Us | Send Feedback

    Indonesia DSpace Group :

    University of Jember Repository
    IPB University Scientific Repository
    UIN Syarif Hidayatullah Institutional Repository
     

     

    Browse

    All of RepositoryCommunities & CollectionsBy Issue DateAuthorsTitlesSubjectsThis CollectionBy Issue DateAuthorsTitlesSubjects

    My Account

    LoginRegister

    Context

    Edit this item

    UPA-TIK Copyright © 2024  Library University of Jember
    Contact Us | Send Feedback

    Indonesia DSpace Group :

    University of Jember Repository
    IPB University Scientific Repository
    UIN Syarif Hidayatullah Institutional Repository