Berwin Turlach

Dr, DiplMath Bonn , DEAMath PhD Louvain-la-Neuve

Associate Professor, Faculty of Engineering and Mathematical Sciences, Mathematics and Statistics

https://orcid.org/0000-0001-8795-471X

Emailberwin.turlach@uwa.edu.au

The University of Western Australia (M019), 35 Stirling Highway,
6009 Perth
Australia

Source: Scopus
Calculated using citation counts from Scopus for publications in the UWA Profiles and Research Repository

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Personal profile

Research expertise keywords

Smoothing methods
Computational statistics
Statistical computing
Applied statistics
Statistical learning
Machine learning
Data mining
Analytics
Big data

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1911 Citations
17 h-Index
60 Article
3 Chapter
3 Conference paper
2 Review article
More
- 1 Letter
- 1 Literature review

Flexible regression modelling under shape constraints
Manderson, A. A., Murray, K. & Turlach, B. A., 2020, Flexible Bayesian Regression Modelling. Fan, Y., Nott, D., Smith, M. S. & Dortet-Bernadet, J-L. (eds.). Academic Press, p. 251-279 29 p.
Research output: Chapter in Book/Conference paper › Chapter
Impact of APOE-epsilon 4 carriage on the onset and rates of neocortical A beta-amyloid deposition
Alzheimer's Disease Neuroimaging Initiative, Nov 2020, In : Neurobiology of Aging. 95, p. 46-55 10 p.
Research output: Contribution to journal › Article
1 Citation (Scopus)
Optimal non-negative forecast reconciliation
Wickramasuriya, S. L., Turlach, B. A. & Hyndman, R. J., 8 Apr 2020, In : Statistics and Computing. 16 p.
Research output: Contribution to journal › Article

2 Citations (Scopus)
Overcoming inefficiencies arising due to the impact of the modifiable areal unit problem on single-aggregation disease maps
Tuson, M., Yap, M., Kok, M. R., Boruff, B., Murray, K., Vickery, A., Turlach, B. A. & Whyatt, D., 3 Oct 2020, In : International Journal of Health Geographics. 19, 40, p. 1-18 40.
Research output: Contribution to journal › Article

Open Access
A flexible sequential Monte Carlo algorithm for parametric constrained regression
Ng, K., Turlach, B. A. & Murray, K., 1 Oct 2019, In : Computational Statistics and Data Analysis. 138, p. 13-26 14 p.
Research output: Contribution to journal › Article

1 Finished

Shape constrained nonparametric smoothing using higher order splines
Turlach, B.
UWA Research Grants Scheme
1/01/01 → 31/12/01
Project: Research

Research expertise keywords

Flexible regression modelling under shape constraints

Impact of APOE-epsilon 4 carriage on the onset and rates of neocortical A beta-amyloid deposition

Optimal non-negative forecast reconciliation

Overcoming inefficiencies arising due to the impact of the modifiable areal unit problem on single-aggregation disease maps

A flexible sequential Monte Carlo algorithm for parametric constrained regression

Shape constrained nonparametric smoothing using higher order splines