Krahasoni metodat

	Metoda e Croston për Kërkesën Intermitente	Regresioni Poisson dhe Binomial Negativ
Fusha	Ekonometri	Ekonometri
Familja	Regression model	Regression model
Viti i origjinës	1972	1998
Krijuesi	J. D. Croston (1972)	Cameron & Trivedi (textbook treatment); Hilbe (negative binomial)
Lloji	Intermittent demand time-series forecasting	Generalized linear model for count data
Burimi themelues	Croston, J. D. (1972). Forecasting and Stock Control for Intermittent Demands. Operational Research Quarterly, 23(3), 289-303.	Cameron, A. C. & Trivedi, P. K. (1998). Regression Analysis of Count Data. Cambridge University Press.
Emërtime të tjera	Croston method, intermittent demand forecasting, Croston Yöntemi — Aralıklı Talep Tahmini	count regression, log-linear count model, negative binomial regression, Poisson / Negatif Binom Regresyon
Të lidhura	4	4
Përmbledhja	Croston's method, introduced by J. D. Croston in 1972, is a time-series forecasting technique built for intermittent demand series in which periods of zero demand are frequent. Instead of forecasting the raw series, it models the size of demand when it occurs and the interval between demand occurrences as two separate processes.	Poisson regression is a generalized linear model for count outcomes — events tallied as non-negative integers such as hospital admissions, accidents, or article counts. It models the log of the expected count as a linear function of the predictors, and is developed in the standard count-data treatment of Cameron and Trivedi (1998); when the counts are over-dispersed, the closely related negative binomial model (Hilbe, 2011) is preferred.