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.
Keywords
- Bayesian methods
- Bioinformatics
- Genetic epidemiology
Network
Recent external collaboration on country level. Dive into details by clicking on the dots.
Projects 2008 2019
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
FAM: Additional Fire Ant Modelling including changes in public engagement
1/10/16 → 31/12/16
Project: Research
Statistical methods for detection of non-coding RNAs in eukaryote genomes
Australian Research Council (ARC)
2/01/08 → 31/12/11
Project: Research
Research Output 2002 2018
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 Access
File
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 Access
File
Accurate phenotyping: Reconciling approaches through Bayesian model averaging
Chen, C. C. M., Keith, J. M. & Mengersen, K. L., 1 Apr 2017, In : PLoS ONE. 12, 4, 19 p., e0176136.Research output: Contribution to journal › Article › Research › peer-review
Open Access
File
Balancing generality and specificity in ecological gradient analysis with species abundance distributions and individual size distributions
L Yen, J. D., Thomson, J., Keith, J., Paganin, D., Fleishman, E., Dobkin, D. S., Bennett, J. M. & Mac Nally, R., 1 Mar 2017, In : Global Ecology and Biogeography. 26, 3, p. 318-332 15 p.Research output: Contribution to journal › Article › Research › peer-review
Bayesian model of signal rewiring reveals mechanisms of gene dysregulation in acquired drug resistance in breast cancer
Azad, A. K. M., Lawen, A. & Keith, J. M., 1 Mar 2017, In : PLoS ONE. 12, 3, 37 p., e0173331.Research output: Contribution to journal › Article › Research › peer-review