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

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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