विधियों की तुलना करें
चुनी हुई विधियों की आमने-सामने समीक्षा करें; भिन्नता वाली पंक्तियाँ रेखांकित हैं।
| GIS-MCDA× | बहुपदीय लॉजिस्टिक प्रतिगमन× | |
|---|---|---|
| क्षेत्र≠ | स्थानिक विश्लेषण | अर्थमिति |
| परिवार≠ | Process / pipeline | Regression model |
| उद्भव वर्ष≠ | 2006 | 1974 |
| प्रवर्तक≠ | Jacek Malczewski (GIS-MCDA synthesis) | McFadden |
| प्रकार≠ | Spatial multi-criteria suitability/decision analysis | Multinomial logistic regression |
| मौलिक स्रोत≠ | Malczewski, J. (2006). GIS-based multicriteria decision analysis: a survey of the literature. International Journal of Geographical Information Science, 20(7), 703–726. DOI ↗ | McFadden, D. (1974). Conditional Logit Analysis of Qualitative Choice Behavior. In P. Zarembka (Ed.), Frontiers in Econometrics (pp. 105-142). Academic Press. ISBN: 978-0127761503 |
| उपनाम≠ | GIS-MCDM, spatial multi-criteria analysis, GIS-AHP, weighted overlay suitability | multinomial logistic regression, polytomous logistic regression, softmax regression, Çok Kategorili Lojistik Regresyon |
| संबंधित≠ | 4 | 5 |
| सारांश≠ | GIS-MCDA combines the map layers of a geographic information system with multi-criteria decision analysis to produce suitability or priority maps — ranking locations by how well they satisfy several weighted criteria at once. It is the standard framework for spatial decisions such as siting hospitals, solar farms, landfills, or evacuation areas, integrating methods like AHP, TOPSIS, and weighted overlay with spatial data. | Multinomial logistic regression is a maximum-likelihood method for a nominal (unordered) dependent variable with more than two categories. Building on McFadden's 1974 treatment of qualitative choice, it gives each category its own set of coefficients relative to a reference category. |
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