Regression modelRegression / GLM

Bejzijanska jednostavna linearna regresija

Bejzijanska jednostavna linearna regresija modelira odnos između kontinuiranog ishoda i jednog prediktora kombinovanjem Gausovske verodostojnosti sa apriornim raspodelama za presek, nagib i varijansu greške. Rezultat je potpuna aposteriorna raspodela za sve parametre, pružajući kvantifikaciju verovatnosne neizvesnosti umesto jedne tačkaste procene.

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Izvori

  1. 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
  2. McElreath, R. (2020). Statistical Rethinking: A Bayesian Course with Examples in R and Stan (2nd ed.). CRC Press. ISBN: 978-0367139919

Kako citirati ovu stranicu

ScholarGate. (2026, June 3). Bayesian Simple Linear Regression. ScholarGate. https://scholargate.app/sr/statistics/bayesian-simple-linear-regression

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Set this method beside its closest kin and read them side by side — the library lays the books on the table; the choice is yours.

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Citirana u

ScholarGateBayesian Simple linear regression (Bayesian Simple Linear Regression). Preuzeto 2026-06-15 sa https://scholargate.app/sr/statistics/bayesian-simple-linear-regression · Skup podataka: https://doi.org/10.5281/zenodo.20539026