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Regresi Gamma (GLM)×Regresi Kuadrat Terkecil Biasa (Ordinary Least Squares - OLS)×
BidangStatistikaEkonometrika
KeluargaRegression modelRegression model
Tahun asal19892019
PencetusMcCullagh & Nelder (GLM framework)Wooldridge (textbook treatment); classical least squares
TipeGeneralized linear modelLinear regression
Sumber perintisMcCullagh, P. & Nelder, J. A. (1989). Generalized Linear Models (2nd ed.). Chapman and Hall. DOI ↗Wooldridge, J. M. (2019). Introductory Econometrics: A Modern Approach (7th ed.). Cengage Learning. ISBN: 978-1337558860
Aliasgamma GLM, gamma generalized linear model, Gamma Regresyonu (GLM)ordinary least squares, classical linear regression, linear regression, en küçük kareler regresyonu
Terkait45
RingkasanGamma 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).
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ScholarGateBandingkan metode: Gamma Regression · OLS Regression. Diakses 2026-06-17 dari https://scholargate.app/id/compare