Author

Jacob D. Davis

Georgia Institute of TechnologyORCID 0000-0002-9612-300XUnclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Systems Biology· 2

Signature Assays, Organisms & Methods

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Research Focus:benchmarking· 2 Approach:statistical model· 2

Frequent Co-Authors

Daniel V. OlivençaiD· 2 shared Eberhard O. VoitiD· 2 shared

Activity by Year

2021-2021 · peak 2/yr

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2 top collaborators · 1 mutual co-author link

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2 shared papersSystems Biology

Daniel V. OlivençaORCID

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2 papers

Recent·Most cited

Systems BiologybioRxivPreprintOct 7, 2021

Comparison between Lotka-Volterra and Multivariate Autoregressive models of ecological interaction systems

Daniel V. Olivença, Jacob D. Davis, Eberhard O. Voit

This study compares Lotka-Volterra and Multivariate Autoregressive models for ecological interaction systems, finding LV models generally superior for dynamic data with large deviations from steady states.

5 citations

statistical modelbenchmarking

𝕏 PostBluesky

Systems BiologybioRxivPreprintAug 14, 2021

Inference and Validation of the Structure of Lotka-Volterra Models

Eberhard O. Voit, Jacob D. Davis, Daniel V. Olivença

The paper infers and validates interaction parameters in Lotka-Volterra models using two new strategies and assesses data compliance with LV structure.

8 citations

statistical modelbenchmarking

𝕏 PostBluesky