Staff Profile
Dr Pete Philipson
Senior Lecturer in Statistics
- Email: peter.philipson1@ncl.ac.uk
- Telephone: 0191 208 2863
Research
Research Interests
Joint modelling of longitudinal and time-to-event data
R package development for joint models
Statistics in sports
Computational methods for faster fitting of multivariate joint models of longitudinal and event time data
Software development (implemented in R) for multivariate joint modelling of longitudinal and time-to-event data
Teaching
Undergraduate Teaching
This semester I will be teaching MAS3907/8907 Big Data Analytics.
Publications
-
Articles
- Murray J, Philipson P. A Fast Approximate EM Algorithm for Joint Models of Survival and Multivariate Longitudinal Data. Computational Statistics and Data Analysis 2022, 170, 107438.
- Oakley JL, Wilson KJ, Philipson P. A condition-based maintenance policy for continuously monitored multi-component systems with economic and failure dependence. Reliability Engineering and System Safety 2022, 222, 108321.
- Philipson P, Hickey GL, Crowther MJ, Kolamunnage-Dona R. Faster Monte Carlo estimation of joint models for time-to-event and multivariate longitudinal data. Computational Statistics and Data Analysis 2020, 151, 107010.