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.(opens in new window)
Smartphone motor testing to distinguish idiopathic REM sleep behavior disorder, controls, and PD.(opens in new window)
Big data in Parkinson's disease: using smartphones to remotely detect longitudinal disease phenotypes.(opens in new window)
Rule-based autoregressive moving average models for forecasting load on special days: A case study for France(opens in new window)
Investigating Voice as a Biomarker for Leucine-Rich Repeat Kinase 2-Associated Parkinson's Disease.(opens in new window)
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.