G Janacek

G Janacek

Dr

  • 3.04 Sciences

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Personal profile

Academic Background

Gareth Janacek read Mathematics (BSc) and Applied Statistics (MSc) at Manchester before working in the Center for Human Genetics at Sheffield. Academia called and he went to Nottingham to do a PhD under Sir Clive Granger the Nobel prize winner.

Biography

He is a Fellow of the Royal Statistical Society and a Chartered Statistician.

Website: http://www.uea.ac.uk/~gj/

Career

After time as a postdoc and lecturer in the Maths department at the University Nottingham Gareth joined the Maths department at UEA. Eventually after a spell as Dean he moved to  CMP.

Key Research Interests and Expertise

Gareth Janacek is part of the Knowledge Discovery and Data Mining Group

Gareth is a member of the Modeling and Algorithms Group [MAG] within the School of Computing Sciences at UEA and his main interests are:

The Analysis of time series:

He has had a long running interest in time series analysis, current interests include;

  • The clustering of time series, in particular using clipped series.
  • Spatial time series models, in particular for modeling the Madden Julian effect.
  • The analysis of extremes of UK temperature and rainfall time series.

Statistical Quality Control:

After spending much time as a guest of the Manufacturing Engineering Department at Warwick he got interested in problems in quality control, in particular SPC.

Statistical Modeling:

He has always had a passion for statistical modelling in almost all areas and is evangelical about the use of R for this purpose. 

Selected Publications

Cawley, G. C., Janacek, G. J., Heylock, M.R., and S. R. Dorling, Predictive uncertainty in environmental modelling,. Neural Networks, Volume 20, Issue 4, Page(s) 537-549, 2007.

Love B. S., Matthews A.J., Janacek G. J., Real-time extraction of the Madden-Julian Oscillation using empirical mode decomposition and statistical forecasting with a VARMA model. Journal of Climate, 21, (in press). 2008.

Bagnall, A. J. and Janacek, G. J., Clustering time series with clipped data. Machine Learning, Volume 58, Numbers 2-3, Page(s) 151-178, 2005.

List all publications by Dr Gareth Janacek

Research Group Membership

Modelling the Madden Julian Effect
NERC/EPSRC Studentship
Project Members - Gareth Janacek and Adrian Matthews

Past Research Projects and Grants

Project Title

Novel data modelling with applications in insurance (CASE Studentship: Mr M Burgess)

Funding Body

Norwich Union Insurance Co Ltd

Project Members

Gareth Janacek

Project Title

Identifying & assessing mental health needs and/or risk to public order among a range of social, healthcare and criminal justice populations

Funding Body

NHS Executive - Eastern Region

Project Members

Gareth Janacek, Jan Keene

Specialisms

Statistics; medical statistics; statistical computing; probability; forecasting; time series analysis; simulation; data mining.