I am a PhD student in the Department of Statistics at the University of Warwick, where I work under the supervision of Dr. Ioannis Kosmidis and Prof. Petros Dellaportas. I am also a visiting student at the Alan Turing Insititute in London.

My research interests are in applied stochastic processes, specifically using multivariate point processes to model event sequences in football and other team sports.

Previously, I've completed an M.Sc. in Data Science at the Barcelona Graduate School of Economics and B.Tech. in Mechanical Engineering at the Indian Insititute of Technology Madras. I also have over three years of work experience in real-world data analytic applications in domains of oil and gas production, automotive retail and pharmacovigilance for life science clients. For more information, take a look at my CV.

Recent talks

• Nov 2019 — Flexible multivariate processes for modelling football matches
  Young Researchers' Meeting, Warwick
• July 2019 — Modelling event-sequences in football matches
  Mathsport International, Athens
• Jul 2019 — Flexible multivariate processes for modelling football matches
  International Workshop on Statistical Modelling, Guimarães
• Dec 2018 — Inference for multivariate point processes
  Greek Stochastics, Athens

• Nov 2018 — Who's gonna score the next goal and when?
  Young Researchers' Meeting, Warwick

• July 2018 — Inference for multivariate point processes
  Research Students' Conference, Sheffield
• July 2017 — Who's gonna score the next goal and when?
  Young Statisticians' Meeting, Keele

Publications

• Narayanan, S., Kosmidis, I., Dellaportas, P., 2020. Bayesian modelling of flexible marked point processes with applications to event sequences from association football. (working paper)
• Tsokos, A., Narayanan, S., Kosmidis, I., Baio, G., Cucuringu, M., Whitaker, G. and Király, F., 2018.
  Modeling outcomes of soccer matches. Machine Learning, pp.1-19.
  DOI: 10.1007/s10994-018-5741-1

Teaching

Statistics 202: Stochastic Processes
University of Warwick, Spring 2019

Statistics 333: Applied Stochastic Processes
University of Warwick, Autumn 2018

Summer School, Widening Participation: Linear Models
University College London, August 2017

Office

4.14 MSB

Email

s.narayanan.1@warwick.ac.uk