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Berwin Turlach

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

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

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

    6009 Perth

    Australia

  • 1587 Citations
  • 14 h-Index
20002019
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Personal profile

Keywords

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

Fingerprint Dive into the research topics where Berwin Turlach is active. These topic labels come from the works of this person. Together they form a unique fingerprint.

Monotone Mathematics
Polynomial Mathematics
Variable Selection Mathematics
Polynomials Engineering & Materials Science
Smoothing Splines Mathematics
Regression Mathematics
Splines Engineering & Materials Science
Parameterization Mathematics

Network Recent external collaboration on country level. Dive into details by clicking on the dots.

Research Output 2000 2019

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

Sequential Monte Carlo
Sequential Algorithm
Monte Carlo Algorithm
Regression
Indicator function
2 Citations (Scopus)

Exercise-induced pulmonary haemorrhage in Thoroughbred racehorses: a longitudinal study

Crispe, E. J., Secombe, C. J., Perera, D. I., Manderson, A. A., Turlach, B. A. & Lester, G. D., Jan 2019, In : Equine Veterinary Journal. 51, 1, p. 45-51 7 p.

Research output: Contribution to journal › Article

racehorses
longitudinal studies
hemorrhage
Longitudinal Studies
exercise

Fitting monotone polynomials in mixed effects models

Bon, J. J., Murray, K. & Turlach, B. A., Jan 2019, In : Statistics and Computing. 29, 1, p. 79-98 20 p.

Research output: Contribution to journal › Article

Mixed Effects Model
Monotone
Polynomials
Polynomial
Mixed Effects
1 Citation (Scopus)

Incorporating geography into a new generalized theoretical and statistical framework addressing the modifiable areal unit problem

Tuson, M., Yap, M., Kok, M. R., Murray, K., Turlach, B. & Whyatt, D., 27 Mar 2019, In : International Journal of Health Geographics. 18, 6, p. 1-15 15 p.

Research output: Contribution to journal › Article

Open Access
Geography
Data Display
Agglomeration
Research Personnel

Using hidden Markov models with raw, triaxial wrist accelerometry data to determine sleep stages

Trevenen, M. L., Turlach, B. A., Eastwood, P. R., Straker, L. M. & Murray, K., 24 Aug 2019, In : Australian & New Zealand Journal of Statistics. 26 p.

Research output: Contribution to journal › Article

Projects 2001 2001

Shape constrained nonparametric smoothing using higher order splines

Turlach, B.

UWA Research Grants Scheme

1/01/01 → 31/12/01

Project: Research