BibTex Citation Data :
@article{Medstat2465, author = {Hasbi Yasin}, title = {PEMILIHAN VARIABEL PADA MODEL GEOGRAPHICALLY WEIGHTED REGRESSION}, journal = {MEDIA STATISTIKA}, volume = {4}, number = {2}, year = {2011}, keywords = {}, abstract = { Regression analysis is a statistical analysis that aims to model the relationship between response variable with some predictor variables. Geographically Weighted Regression (GWR) is statistical method used for analyzed the spatial data in local form of regression. One of the problems in GWR is how to choose the significant variables. The number of predictor variables will allow the violation of assumptions about the absence of multicollinearity in the data. Therefore, this needs a method to reduce some of the predictor variables which not significant to the response variable. This paper will discuss how to select significant variables by stepwise method. This method is a combination of forward selection method and the backward elimination method. Keywords : Geographically Weighted Regression, Backward Elimination, Forward Selection, Stepwise Method }, issn = {2477-0647}, pages = {63--72} doi = {10.14710/medstat.4.2.63-72}, url = {https://ejournal.undip.ac.id/index.php/media_statistika/article/view/2465} }
Refworks Citation Data :
Regression analysis is a statistical analysis that aims to model the relationship between response variable with some predictor variables. Geographically Weighted Regression (GWR) is statistical method used for analyzed the spatial data in local form of regression. One of the problems in GWR is how to choose the significant variables. The number of predictor variables will allow the violation of assumptions about the absence of multicollinearity in the data. Therefore, this needs a method to reduce some of the predictor variables which not significant to the response variable. This paper will discuss how to select significant variables by stepwise method. This method is a combination of forward selection method and the backward elimination method.
Keywords: Geographically Weighted Regression, Backward Elimination, Forward Selection, Stepwise Method
Article Metrics:
Last update:
Estimation of Error Variance-Covariance Parameters Using Multivariate Geographically Weighted Regression Model
Robust geographically weighted regression with least absolute deviation method in case of poverty in Java Island
Identification of Socio-economic Activities as Urban Growth based on Nighttime Light Data (Study on Kendal District - Indonesia)
Spatial modelling of malaria cases associated with environmental factors in South Sumatra, Indonesia
Construction of a geographically weighted nonparametric regression model fit test
Last update: 2024-11-02 09:06:46
The Authors submitting a manuscript do so on the understanding that if accepted for publication, copyright of the article shall be assigned to Media Statistika journal and Department of Statistics, Universitas Diponegoro as the publisher of the journal. Copyright encompasses the rights to reproduce and deliver the article in all form and media, including reprints, photographs, microfilms, and any other similar reproductions, as well as translations.
Media Statistika journal and Department of Statistics, Universitas Diponegoro and the Editors make every effort to ensure that no wrong or misleading data, opinions or statements be published in the journal. In any way, the contents of the articles and advertisements published in Media Statistika journal are the sole and exclusive responsibility of their respective authors and advertisers.
The Copyright Transfer Form can be downloaded here: [Copyright Transfer Form Media Statistika]. The copyright form should be signed originally and send to the Editorial Office in the form of original mail, scanned document or fax :
Dr. Di Asih I Maruddani (Editor-in-Chief) Editorial Office of Media StatistikaDepartment of Statistics, Universitas DiponegoroJl. Prof. Soedarto, Kampus Undip Tembalang, Semarang, Central Java, Indonesia 50275Telp./Fax: +62-24-7474754Email: maruddani@live.undip.ac.id
Media Statistika
Department of Statistics, Faculty of Science and Mathematics, Universitas Diponegoro
Gedung F Lantai 3, Jalan Prof Jacub Rais, Kampus Tembalang
Semarang 50275
Indexing:
