
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
Assessing Parkinson's disease at scale using telephone-recorded speech: Insights from the Parkinson's Voice Initiative(opens in new window)
- Journal article
- Diagnostics
Review of low voltage load forecasting: methods, applications, and recommendations(opens in new window)
- Journal article
- Applied Energy
Integrative biochemical, proteomics and metabolomics cerebrospinal fluid biomarkers predict clinical conversion to multiple sclerosis (opens in new window)
- Journal article
- Brain Communications
How does the position of firms in the supply chain affect their performance? An empirical study(opens in new window)
- Journal article
- Applied Network Science
Olfactory testing in Parkinson disease and REM behavior disorder: A machine learning approach(opens in new window)
- Journal article
- Neurology
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.