Siddharth Arora

Siddharth Arora

Career Development Fellow in Management Science

  • siddharth.arora@sbs.ox.ac.uk

Saïd Business School
University of Oxford
Park End Street
Oxford
OX1 1HP

Profile

Siddharth Arora is a Career Development Fellow in Management Science at Saïd Business School.

He obtained his DPhil from the University of Oxford and his research is primarily aimed at developing statistical models for time series forecasting.

Research

Siddharth’s research interests include: time series analysis, probabilistic forecasting, biomedical signal processing, chaos synchronization, and model combination.

His research has applications in the following areas: Healthcare (modelling disease symptom severity using wearable technologies), Energy (predicting residential and SME electricity consumption recorded using smart meters), Macroeconomics (modelling GNP), and Climate (comparing forecasts from GCMs with statistical time series models).

Publications

Developing a large scale population screening tool for the assessment of Parkinson’s disease using telephone-quality voice

Journal article  |  Journal of the Acoustical Society of America  | 
  • Siddharth Arora,
  • L Baghai-Ravary,
  • A Tsanas
Management Science

Short term load forecasting and the effect of temperature at the low voltage level

Journal article  |  International Journal of Forecasting  | 
  • S Haben,
  • G Giasemidis,
  • F Ziel,
  • Siddharth Arora
Management Science

Investigating voice as a biomarker for leucine-rich repeat kinase 2-associated Parkinson’s disease

Journal article  |  Journal of Parkinson's Disease  | 
  • Siddharth Arora,
  • NP Visanji,
  • TA Mestre,
  • A Tsanas,
  • A Aldakheel,
  • BS Connolly,
  • C Gasca-Salas,
  • DS Kern,
  • J Jain,
  • EJ Slow,
  • A Faust-Socher,
  • AE Lang,
  • MA Little,
  • C Marras
Management Science

Smartphone motor testing to distinguish idiopathic REM sleep behaviour disorder, controls and PD

Journal article  |  Neurology  | 
  • Siddharth Arora,
  • Fahd Baig,
  • Christine Lo,
  • Thomas Barber,
  • Michael Lawton,
  • A Zhan,
  • Michael Rolinski,
  • Claudio Ruffmann,
  • Johannes Klein,
  • Jane Rumbold,
  • Amandine Louvel,
  • Zenobia Zaiwalla,
  • G Lennox,
  • T Quinnell,
  • G Dennis,
  • Richard Wade-Martins,
  • Y Ben-Shlomo,
  • MA Little,
  • Michele Hu
Management Science

Big data in Parkinson's disease: using smartphones to remotely detect longitudinal disease phenotypes

Journal article  |  Physiological Measurement  | 
  • John Prince,
  • Siddharth Arora,
  • Maarten de Vos
Management Science
See more publications

Teaching

Siddharth teaches on the MBA programme. He has also taught the Statistical Research Methods course to the School’s DPhil students.

He teaches the Advanced Financial Data Analysis and Econometrics of Volatility courses to Masters in Mathematical and Computational Finance (MScMCF) students at the Mathematical Institute, Oxford.