Articles with "prior posterior" as a keyword



The Past Sure is Tense: On Interpreting Phylogenetic Divergence Time Estimates.

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Published in 2018 at "Systematic biology"

DOI: 10.1093/sysbio/syx074

Abstract: Divergence time estimation-the calibration of a phylogeny to geological time-is an integral first step in modeling the tempo of biological evolution (traits and lineages). However, despite increasingly sophisticated methods to infer divergence times from molecular… read more here.

Keywords: divergence time; time; divergence; biology ... See more keywords

A Completing Missing Pedestrian Trajectories Method Driven by Prior-Posterior Knowledge and Interactive Information

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Published in 2025 at "IEEE Transactions on Intelligent Transportation Systems"

DOI: 10.1109/tits.2025.3559191

Abstract: Pedestrian historical trajectory completion significantly bolsters the predictive accuracy of models. However, traditional statistical models such as Hidden Markov Models (HMM), which focus solely on individual pedestrian trajectories, often fall short in terms of generalization.… read more here.

Keywords: pedestrian trajectories; knowledge interactive; missing pedestrian; posterior knowledge ... See more keywords

Comparing Adaptive Prior and Posterior Inflation for Ensemble Filters Using an Atmospheric General Circulation Model

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Published in 2019 at "Monthly Weather Review"

DOI: 10.1175/mwr-d-18-0389.1

Abstract: Sampling errors and model errors are major drawbacks from which ensemble Kalman filters suffer. Sampling errors arise because of the use of a limited ensemble size, while model errors are deficiencies in the dynamics and… read more here.

Keywords: prior posterior; model errors; adaptive prior; posterior inflation ... See more keywords