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Unbiased and efficient log-likelihood estimation with inverse binomial sampling

The fate of scientific hypotheses often relies on the ability of a computational model to explain the data, quantified in modern statistical approaches by the likelihood function. The log-likelihood is the key element for parameter estimation and model evaluation. However, the log-likelihood of comp...

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發表在:PLoS Comput Biol
Main Authors: van Opheusden, Bas, Acerbi, Luigi, Ma, Wei Ji
格式: Artigo
語言:Inglês
出版: Public Library of Science 2020
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在線閱讀:https://ncbi.nlm.nih.gov/pmc/articles/PMC7758077/
https://ncbi.nlm.nih.gov/pubmed/33362195
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1371/journal.pcbi.1008483
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