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DOI10.1073/pnas.1921655117
An objective Bayesian analysis of life's early start and our late arrival
Kipping D.
发表日期2020
ISSN0027-8424
卷号117期号:22
英文摘要Life emerged on Earth within the first quintile of its habitable window, but a technological civilization did not blossom until its last. Efforts to infer the rate of abiogenesis, based on its early emergence, are frustrated by the selection effect that if the evolution of intelligence is a slow process, then life's early start may simply be a prerequisite to our existence, rather than useful evidence for optimism. In this work, we interpret the chronology of these two events in a Bayesian framework, extending upon previous work by considering that the evolutionary timescale is itself an unknown that needs to be jointly inferred, rather than fiducially set. We further adopt an objective Bayesian approach, such that our results would be agreed upon even by those using wildly different priors for the rates of abiogenesis and evolution-common points of contention for this problem. It is then shown that the earliest microfossil evidence for life indicates that the rate of abiogenesis is at least 2.8 times more likely to be a typically rapid process, rather than a slow one. This modest limiting Bayes factor rises to 8.7 if we accept the more disputed evidence of 13C-depleted zircon deposits [E. A. Bell, P. Boehnke, T. M. Harrison, W. L. Mao, Proc. Natl. Acad. Sci. U.S.A. 112, 14518-14521 (2015)]. For intelligence evolution, it is found that a rare-intelligence scenario is slightly favored at 3:2 betting odds. Thus, if we reran Earth's clock, one should statistically favor life to frequently reemerge, but intelligence may not be as inevitable. © 2020 National Academy of Sciences. All rights reserved.
英文关键词Astrobiology; Bayesian statistics; Origin of life
语种英语
scopus关键词carbon 13; zirconium; Article; Bayes theorem; biogenesis; chronology; controlled study; Markov chain Monte Carlo method; microfossil; Poisson distribution; priority journal; probability; astrobiology; Bayes theorem; biogenesis; evolution; intelligence; procedures; Bayes Theorem; Biological Evolution; Earth, Planet; Exobiology; Intelligence; Origin of Life
来源期刊Proceedings of the National Academy of Sciences of the United States of America
文献类型期刊论文
条目标识符http://gcip.llas.ac.cn/handle/2XKMVOVA/160941
作者单位Kipping, D., Department of Astronomy, Columbia University, New York, NY 10027, United States, Center for Computational Astrophysics, Flatiron Institute, New York, NY 10010, United States
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Kipping D.. An objective Bayesian analysis of life's early start and our late arrival[J],2020,117(22).
APA Kipping D..(2020).An objective Bayesian analysis of life's early start and our late arrival.Proceedings of the National Academy of Sciences of the United States of America,117(22).
MLA Kipping D.."An objective Bayesian analysis of life's early start and our late arrival".Proceedings of the National Academy of Sciences of the United States of America 117.22(2020).
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