Krahasoni metodat

	Modeli i Efekteve Rastësore Bayesian	Model meefektësh i përzier
Fusha	Ekonometri	Statistikë
Familja	Regression model	Regression model
Viti i origjinës	1972–1995	1982
Krijuesi	Lindley & Smith (1972); extended by Gelman, Rubin and colleagues	Laird & Ware
Lloji	Bayesian hierarchical panel model	Mixed effects regression
Burimi themelues	Gelman, A., Carlin, J. B., Stern, H. S., Dunson, D. B., Vehtari, A., & Rubin, D. B. (2013). Bayesian Data Analysis (3rd ed.). CRC Press. ISBN: 978-1439840955	Laird, N. M., & Ware, J. H. (1982). Random-effects models for longitudinal data. Biometrics, 38(4), 963–974.
Emërtime të tjera	Bayesian hierarchical model, Bayesian mixed effects model, Bayesian multilevel model, BREM	LME, LMM, mixed model, random effects model
Të lidhura	5	4
Përmbledhja	The Bayesian random effects model combines panel-data random effects with a Bayesian prior framework, allowing unit-specific effects to be treated as draws from a population distribution whose hyperparameters are estimated from the data. This produces regularised, uncertainty-quantified estimates that borrow strength across units — particularly valuable for short panels, sparse groups, or settings where frequentist variance-component estimation is unstable.	A mixed effects model (or linear mixed model) extends ordinary regression by including both fixed effects — population-level parameters shared by all observations — and random effects that capture subject-, group-, or cluster-level variability. It is the standard tool for repeated-measures, longitudinal, and multilevel data where observations within the same unit are correlated.