Last Updated :2025/12/05

Metropolis-Hastings algorithm

Proper noun
Japanese Meaning
直接サンプリングが困難な確率分布から、その分布に従うランダムなサンプルの系列を得るために、マルコフ連鎖モンテカルロ法を応用した手法。
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パラメータの事後分布を推定するために、研究者は確率分布から直接サンプリングすることが困難な場合にその分布からのランダムサンプルを連続的に得るためのマルコフ連鎖モンテカルロ法をPythonで実装した。

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(statistics) A Markov chain Monte Carlo method for obtaining a sequence of random samples from a probability distribution from which direct sampling is difficult.

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Metropolis-Hastings algorithm

To estimate the posterior distribution of the parameters, the researcher implemented the Metropolis-Hastings algorithm in Python.

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To estimate the posterior distribution of the parameters, the researcher implemented the Metropolis-Hastings algorithm in Python.

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