Jonathan Keith

Assoc Professor

20022018
If you made any changes in Pure these will be visible here soon.

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 2016

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 journalReview ArticleResearchpeer-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 proceedingChapter (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 journalArticleResearchpeer-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 journalArticleResearchpeer-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 journalArticleResearchpeer-review