Projects per year
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
Network
Recent external collaboration on country level. Dive into details by clicking on the dots or
Projects
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Optimising progress towards elimination of malaria
Flegg, J., Keith, J., Smith - Miles, K. & Richards, J.
28/04/20 → 28/04/24
Project: Research
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RIFA 2065 For the provision of National Red Imported Fire Ant Eradication Program Steering Committee (NRIFAEP) spread analysis (modelling)
Spring, D., Keith, J. & Thao, L.
Department of Agriculture and Fisheries (Queensland)
18/05/20 → 26/06/20
Project: Research
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API: Developing models to capture tail events in energy markets - INT-0630
Pourkhanali Koudehi, A. & Keith, J.
29/07/19 → 29/11/19
Project: Research
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FAM: Additional Fire Ant Modelling including changes in public engagement
1/10/16 → 31/12/16
Project: Research
Research output
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Network Structure Change Point Detection by Posterior Predictive Discrepancy
Bian, L., Cui, T., Sofronov, G. & Keith, J., 2 May 2020, Monte Carlo and Quasi-Monte Carlo Methods: 13th International Conference on Monte Carlo and Quasi-Monte Carlo Methods in Scientific Computing, MCQMC 2018; Rennes; France; 1 July 2018 through 6 July 2018. Tuffin, B. & L’Ecuyer, P. (eds.). Switzerland: Springer-Praxis, Vol. 324. p. 107-123 17 p. (Springer Proceedings in Mathematics and Statistics; vol. 324).Research output: Chapter in Book/Report/Conference proceeding › Conference Paper › Research
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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 journal › Article › Research › peer-review
Open AccessFile1 Citation (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 journal › Review Article › Research › peer-review
Open AccessFile14 Citations (Scopus) -
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 journal › Article › Research › peer-review
Open AccessFile1 Citation (Scopus) -
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 proceeding › Chapter (Book) › Research
Open AccessFile