Krahasoni metodat

	Regresioni Gamma (GLM)	Regresioni me Mënyrën më të Vogël të Katrorëve (OLS)
Fusha	Statistikë	Ekonometri
Familja	Regression model	Regression model
Viti i origjinës	1989	2019
Krijuesi	McCullagh & Nelder (GLM framework)	Wooldridge (textbook treatment); classical least squares
Lloji	Generalized linear model	Linear regression
Burimi themelues	McCullagh, P. & Nelder, J. A. (1989). Generalized Linear Models (2nd ed.). Chapman and Hall.	Wooldridge, J. M. (2019). Introductory Econometrics: A Modern Approach (7th ed.). Cengage Learning. ISBN: 978-1337558860
Emërtime të tjera	gamma GLM, gamma generalized linear model, Gamma Regresyonu (GLM)	ordinary least squares, classical linear regression, linear regression, en küçük kareler regresyonu
Të lidhura	4	5
Përmbledhja	Gamma regression is a generalized linear model that uses the gamma distribution to model a positive, right-skewed continuous outcome. Developed within the GLM framework of McCullagh and Nelder (1989), it is an alternative to ordinary linear regression for variables such as health-care costs, durations, and income.	Ordinary Least Squares is the classical linear regression method that explains a continuous outcome as a linear combination of predictors. It estimates the coefficients by minimising the sum of squared residuals, and under the Gauss-Markov assumptions these estimates are the best linear unbiased estimator (BLUE).