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Krahasoni metodat

Shqyrtoni metodat e zgjedhura krah për krah; rreshtat që ndryshojnë janë të theksuar.

Analiza e Procesit të Kushtëzuar (Ndërmjetësimi i Moderuar)×Regresioni me Mënyrën më të Vogël të Katrorëve (OLS)×Dizajni i Diskontinuitetit të Regresionit (RDD)×
FushaInferenca kauzaleEkonometriInferenca kauzale
FamiljaRegression modelRegression modelRegression model
Viti i origjinës201820192008
KrijuesiAndrew F. Hayes (PROCESS framework); Preacher, Rucker & Hayes (moderated mediation)Wooldridge (textbook treatment); classical least squaresImbens & Lemieux (guide to practice); Cattaneo, Idrobo & Titiunik (practical introduction)
LlojiRegression-based conditional process modelLinear regressionQuasi-experimental causal design
Burimi themeluesHayes, A. F. (2018). Introduction to Mediation, Moderation, and Conditional Process Analysis: A Regression-Based Approach (2nd ed.). The Guilford Press. ISBN: 978-1462534654Wooldridge, J. M. (2019). Introductory Econometrics: A Modern Approach (7th ed.). Cengage Learning. ISBN: 978-1337558860Imbens, G. W., & Lemieux, T. (2008). Regression Discontinuity Designs: A Guide to Practice. Journal of Econometrics, 142(2), 615-635. DOI ↗
Emërtime të tjeramoderated mediation, moderated mediation analysis, PROCESS model, Hayes PROCESS conditional process modelordinary least squares, classical linear regression, linear regression, en küçük kareler regresyonuRDD, regression discontinuity design, sharp RDD, fuzzy RDD
Të lidhura555
PërmbledhjaConditional process analysis is Andrew F. Hayes's regression-based PROCESS framework (2018) that combines mediation and moderation in a single model, testing how an indirect effect changes across levels of a moderator. It quantifies conditional indirect and conditional direct effects and tests them with bootstrap confidence intervals.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).Regression Discontinuity Design is a quasi-experimental method that identifies a causal effect by locally comparing units just above and just below a cutoff on a continuous assignment (running) variable. Formalised for applied work by Imbens and Lemieux (2008) and developed as a practical framework by Cattaneo, Idrobo, and Titiunik (2020), it estimates a local average treatment effect (LATE) at the threshold.
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ScholarGateKrahasoni metodat: Conditional Process Analysis · OLS Regression · Regression Discontinuity. Marrë më 2026-06-18 nga https://scholargate.app/sq/compare