Linganisha mbinu

	Usajili wa Lojistiki wa Kimultinomia	Mifumo ya Mwingiliano wa Anga (Mvuto)
Nyanja	Ekonometriki	Uchanganuzi wa Kimaeneo
Familia	Regression model	Regression model
Mwaka wa asili	1974	1971
Mwanzilishi	McFadden	Alan Wilson (entropy-maximizing family)
Aina	Multinomial logistic regression	Model of flows between spatial origins and destinations
Chanzo asilia	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	Wilson, A. G. (1971). A family of spatial interaction models, and associated developments. Environment and Planning A, 3(1), 1–32.
Majina mbadala	multinomial logistic regression, polytomous logistic regression, softmax regression, Çok Kategorili Lojistik Regresyon	gravity model, spatial interaction model, competing destinations model, mekânsal etkileşim modeli
Zinazohusiana	5	4
Muhtasari	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.	Spatial interaction models predict the volume of flows — migrants, commuters, shoppers, trade, trips — between origins and destinations as a function of the size of each place and the distance or cost separating them. By analogy to Newton's gravity, interaction rises with the 'mass' of origin and destination and falls with separation, and Wilson's 1971 entropy-maximizing family put these models on a rigorous footing for transport, migration, and retail analysis.