Regression modelRegression / GLM

Bejzovski Tobitov model

Bejzovski Tobitov model proširuje Tobinovo okviro cenzurisane regresije zamenom procena maksimalne verodostojnosti punom posteriornom distribucijom nad regresionim koeficijentima i varijansom greške. Ugrađivanjem Gibbs uzorkovanja sa augmentacijom podataka, proizvodi kredibilne intervale, elegantno rukuje malim cenzurisanim uzorcima i prirodno uključuje prethodna znanja o veličinama efekata.

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Izvori

  1. Tobin, J. (1958). Estimation of relationships for limited dependent variables. Econometrica, 26(1), 24–36. DOI: 10.2307/1907382
  2. Chib, S. (1992). Bayes inference in the Tobit censored regression model. Journal of Econometrics, 51(1–2), 79–99. DOI: 10.1016/0304-4076(92)90030-U

Kako citirati ovu stranicu

ScholarGate. (2026, June 3). Bayesian Tobit Model. ScholarGate. https://scholargate.app/sr/statistics/bayesian-tobit-model

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Citirana u

ScholarGateBayesian Tobit Model (Bayesian Tobit Model). Preuzeto 2026-06-15 sa https://scholargate.app/sr/statistics/bayesian-tobit-model · Skup podataka: https://doi.org/10.5281/zenodo.20539026