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- Cameron Roach
Mr Cameron Roach
PhD Student
Monash University
Doing a PhD in econometrics/business statistics over at Monash University. Also working on data science projects with Building Alive.
Research Interests:
Building Management Systems
Deep learning
energy
Forecasting
Generalized Linear Mixed Models
Hierarchical Time series
Machine Learning
Probabilistic Forecasting
Qualifications:
Bachelor of Science, The University of Melbourne
Master of Science (Mathematics and Statistics), The University of Melbourne
Publications
Invited talks, refereed proceedings and other conference outputs
Journal Articles
Roach, C.
(2020). Estimating energy impact profiles for building characteristics using smart meter data and mixed models.
Energy and Buildings. 211, 109686. doi: 10.1016/j.enbuild.2019.109686
Huggins, R., Stoklosa J., Roach C., & Yip P.
(2018). Estimating the size of an open population using sparse capture–recapture data.
Biometrics. 74(1), 280–288. doi: 10.1111/biom.12718
Publicly available softwares
Carroll, J., Dmitrijeva M.., Hanson J., Hyndman R. J., Lyons S., Roach C., et al.
(2021). ozdata: Import and explore freely available Australian data sets.
Research links
![](https://acems.org.au/sites/default/files/styles/profile/public/images/profiles/acems_profile.jpg?itok=AbDXNM6X)
![](https://acems.org.au/sites/default/files/styles/profile/public/images/profiles/acems_profile.jpg?itok=AbDXNM6X)