Krahasoni metodat

	Mbledhja e Mbledhur e Vlerësimit të Pjesëve të Thjeshta për të Dhënat e Panelit	Regresioni me Mënyrën më të Vogël të Katrorëve (OLS)
Fusha	Ekonometri	Ekonometri
Familja	Regression model	Regression model
Viti i origjinës	2010	2019
Krijuesi	Jeffrey Wooldridge (treatment)	Wooldridge (textbook treatment); classical least squares
Lloji	Linear regression on stacked panel observations	Linear regression
Burimi themelues	Wooldridge, J. M. (2010). Econometric Analysis of Cross Section and Panel Data (2nd ed.). MIT Press. ISBN: 978-0-262-23258-8	Wooldridge, J. M. (2019). Introductory Econometrics: A Modern Approach (7th ed.). Cengage Learning. ISBN: 978-1337558860
Emërtime të tjera	Pooled OLS, Pooled Ordinary Least Squares, Simple Panel OLS, Havuzlanmış EKK	ordinary least squares, classical linear regression, linear regression, en küçük kareler regresyonu
Të lidhura	2	5
Përmbledhja	Pooled OLS applies standard ordinary least squares to panel data by stacking all cross-sectional and time observations into a single dataset and ignoring the panel structure during estimation. It is the most transparent starting point for panel data analysis, widely used in economics, finance, and social sciences when researchers wish to estimate average partial effects across individuals and time periods without imposing strong distributional assumptions about unobserved heterogeneity.	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).