Krahasoni metodat

	Dizajni i Diskontinuitetit të Regresionit të të Dhënave Panel	Të dhënat e panelit të Serive Kohore të Ndërprera
Fusha	Inferenca kauzale	Inferenca kauzale
Familja	Regression model	Regression model
Viti i origjinës	1960 (original RDD); panel extension codified 2000s–2010s	2000s–2010s
Krijuesi	Thistlethwaite & Campbell (1960); panel extension developed through Lee & Lemieux (2010) and related applied work	Shadish, Cook & Campbell (design framework); Bernal, Cummins & Gasparrini (epidemiological tutorial)
Lloji	Causal inference / quasi-experimental	Quasi-experimental causal inference
Burimi themelues	Lee, D. S., & Lemieux, T. (2010). Regression Discontinuity Designs in Economics. Journal of Economic Literature, 48(2), 281-355.	Lopez Bernal, J., Cummins, S., & Gasparrini, A. (2017). Interrupted time series regression for the evaluation of public health interventions: a tutorial. International Journal of Epidemiology, 46(1), 348-355.
Emërtime të tjera	Panel RD, Panel RDD, Longitudinal Regression Discontinuity, Fixed-Effects RDD	panel ITS, multi-unit ITS, panel ITSA, controlled interrupted time series
Të lidhura	5	5
Përmbledhja	Panel data regression discontinuity design (Panel RDD) combines the sharp local identification of a regression discontinuity with the within-unit variation available in repeated-observation panel data. Units are observed across multiple periods, and treatment is assigned based on whether a running variable crosses a known threshold. By leveraging both the discontinuity and panel structure, researchers can control for unobserved unit-level heterogeneity while estimating a causal treatment effect near the threshold.	Panel Data Interrupted Time Series (panel ITS) is a quasi-experimental method that estimates the causal effect of an intervention using repeated observations from multiple units over time. By exploiting variation across both units and time periods, it provides stronger causal identification than single-unit ITS, detecting changes in the level and slope of the outcome trajectory immediately following a clearly dated intervention.