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Personal profile

Biography

Jonathan works in the School of Mathematical Sciences at Monash University as a Senior Lecturer

Jonathan is a researcher in Bayesian methods, bioinformatics and genetic epidemiology. His current main research interest is in statistical methods for the detection of novel non-protein-coding functional elements in genomes. He also has current and recent projects in phylogenetics, whole genome association studies and identification of quantitative trait loci.

He is currently a chief investigator on two ARC Discovery grants: Statistical methods for detection of non-coding RNAs in Eukaryote Genomes and Statistical methods for discovering RNAs contributing to human diseases and phenotypes.

Research area keywords

  • Bayesian methods
  • Bioinformatics
  • Genetic epidemiology

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Projects 2008 2019

Research Output 2002 2019

Delimiting a species’ geographic range using posterior sampling and computational geometry

Keith, J. M., Spring, D. & Kompas, T., 1 Dec 2019, In : Scientific Reports. 9, 1, p. 1-15 15 p., 8938.

Research output: Contribution to journalArticleResearchpeer-review

Open Access
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2 Citations (Scopus)

Agent-based models of malaria transmission: A systematic review

Smith, N. R., Trauer, J. M., Gambhir, M., Richards, J. S., Maude, R. J., Keith, J. M. & Flegg, J. A., 17 Aug 2018, In : Malaria Journal. 17, 1, 16 p., 299.

Research output: Contribution to journalReview ArticleResearchpeer-review

Open Access
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Bayesian change-point modeling with segmented ARMA model

Sadia, F., Boyd, S. & Keith, J. M., 1 Dec 2018, In : PLoS ONE. 13, 12, 23 p., e0208927.

Research output: Contribution to journalArticleResearchpeer-review

Open Access
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Cross-talk categorisations in data-driven models of signalling networks: a system-level view

Azad, A. K. M., Lawen, A. & Keith, J. M., 21 Feb 2018, Gene Expression and Regulation in Mammalian Cells: Transcription From General Aspects. Uchiumi, F. (ed.). London UK: In-Tech, p. 81-93 13 p.

Research output: Chapter in Book/Report/Conference proceedingChapter (Book)Research

Open Access
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1 Citation (Scopus)

Linking species richness and size diversity in birds and fishes

Yen, J. D. L., Thomson, J. R., Keith, J. M., Paganin, D. M., Fleishman, E., Bennett, A. F., Nimmo, D. G., Bennett, J. M., Dobkin, D. S. & Mac Nally, R., 1 Dec 2018, In : Ecography. 41, 12, p. 1979-1991 13 p.

Research output: Contribution to journalArticleResearchpeer-review

Open Access
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