ACADSTAFF UGM
| Title | : | Development of a Spatial Path-Analysis Method for Spatial Data Analysis |
| Author | : |
WIWIN SULISTYO (1) Prof. Drs. Subanar, Ph.D. (2) Prof. Dr.-Ing. Mhd. Reza M. I. Pulungan, S.Si., M.Sc. (3) |
| Date | : | 0 2018 |
| Keyword | : | Path analysis method,spatial data,spatial autocorrelation,spatial regression,spatial path analysis Path analysis method,spatial data,spatial autocorrelation,spatial regression,spatial path analysis |
| Abstract | : | Path analysis is a method for identifying and analyzing direct and indirect relationship be- tween independent and dependent variables. This method was developed by Sewal Wright and initially only used correlation analysis results in identifying the variables’ relationship. So far, path analysis has been mostly used to deal with variables of non-spatial data type. When analyzing variables that have elements of spatial dependency, path analysis could result in a less precise model. Therefore, it is necessary to build a path analysis model that is able to identify and take into account the effects of spatial dependencies. Spatial auto- correlation and spatial regression methods can be used to enhance path analysis to identify the effects of spatial dependencies. This paper proposes a method derived from path analysis that can process data with spatial elements and furthermore can be used to identify and analyze the spatial effects on the data; we call this method spatial path analysis. |
| Group of Knowledge | : | Ilmu Komputer |
| Original Language | : | English |
| Level | : | Internasional |
| Status | : |
Published
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| No | Title | Action |
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