Uchujaji wa vipande (Slice Sampling)
Uchujaji wa vipande ni algorithm ya Markov chain Monte Carlo (MCMC) iliyoanzishwa na Radford M. Neal katika karatasi yake ya 2003 katika Annals of Statistics. Inazalisha sampuli kutoka kwa usambazaji lengwa kwa kuchora kwa usawa kutoka eneo lililo chini ya mchoro wa msongamano — unaoitwa 'kipande' — bila kumhitaji mtumiaji kubainisha ukubwa wa hatua au usambazaji wa pendekezo, na kuufanya ujirekebishe na utumike sana kwa ajili ya ubashiri wa nyuma wa Bayesian.
Soma mbinu kamili
Ingia kwa akaunti ya bure ili kusoma sehemu hii.
Method map
The neighbourhood of related methods — select a node to explore.
Vyanzo
- Neal, R. M. (2003). Slice sampling (with discussion). Annals of Statistics, 31(3), 705–767. DOI: 10.1214/aos/1056562461 ↗
- 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
- Robert, C. P., & Casella, G. (2004). Monte Carlo Statistical Methods (2nd ed.). Springer. ISBN: 978-0387212395
Jinsi ya kunukuu ukurasa huu
ScholarGate. (2026, June 3). Slice Sampling MCMC. ScholarGate. https://scholargate.app/sw/bayesian/slice-sampling
Which method?
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.
- Usajili wa BayesianMbinu za Bayes↔ compare
- Sampuli ya GibbsMbinu za Bayes↔ compare
- Hamiltonian Monte CarloMbinu za Bayes↔ compare
- Markov Chain Monte Carlo (MCMC)Mbinu za Bayes↔ compare
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