Research Output per year
Personal profile
Keywords
- Bayesian statistics
- Bayesian nonparametric statistics
- Mixture modelling
- Statistical clustering
- Monte Carlo Markov chain
- Infinite/finite mixture models
- Finite mixture models
- Statistical filtering
- Random probability measures
- Time–series analysis
- Density estimation
- Statistical computing
- Statistical image analysis
- Statistics
- Statistics computing
- Applied statistics
- Classification
- Computational statistics
Fingerprint Dive into the research topics where John Lau is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
Gamma Process
Mathematics
Jump-diffusion Model
Mathematics
Esscher Transform
Mathematics
Option Pricing
Mathematics
Pricing
Mathematics
Regime Switching
Mathematics
Random Measure
Mathematics
Markov Switching
Mathematics
Network
Recent external collaboration on country level. Dive into details by clicking on the dots.
Research Output 2006 2019
Climate inference on daily rainfall across the Australian continent, 1876-2015
Bertolacci, M., Cripps, E., Rosen, O., Lau, J. W. & Cripps, S., Jun 2019, In : Annals of Applied Statistics. 13, 2, p. 683-712 30 p.Research output: Contribution to journal › Article
A hidden Markov regime-switching smooth transition model
Elliott, R. J., Siu, T. K. & Lau, J. W., 29 Jun 2018, In : Studies in Nonlinear Dynamics and Econometrics. 22, 4, 20160061.Research output: Contribution to journal › Article
Markov Switching
Regime Switching
Transition Model
regime
Nonlinear Time Series Model
Bayesian analysis of individual level personality dynamics
Cripps, E., Wood, R. E., Beckmann, N., Lau, J., Beckmann, J. F. & Cripps, S. A., 19 Jul 2016, In : Frontiers in Psychology. 7, p. 1-13 1065.Research output: Contribution to journal › Article
Open Access
File
Aptitude
Bayes Theorem
Personality
Individuality
Psychology
Classifying machinery condition using oil samples and binary logistic regression
Phillips, J., Cripps, E., Lau, J. & Hodkiewicz, M., 2015, In : Mechanical Systems and Signal Processing. 60-61, 1, p. 316-325Research output: Contribution to journal › Article
Machinery
Logistics
Support vector machines
Neural networks
Engines
Stick-Breaking Representation and Computation for Normalized Generalized Gamma Processes
Lau, J. & Cripps, E., 2015, In : Sankhya A. 77, p. 300-329Research output: Contribution to journal › Article
Projects 2014 2014
- 1 Finished
Cyber security assessment and frequency enhancement of smart grid.
Wong, K., Iu, H. C., Huang, D., Lau, J., Dong, Z., Hill, D., Wen, F. & Gan, D.
University of Western Australia
1/01/14 → 31/12/14
Project: Research