PhD position in Statistics
The Korteweg-de Vries Institute for Mathematics (KdVI) of the University of Amsterdam invites you to apply for a PhD position in Statistics. You will work on …
- Science Park, Amsterdam, Noord-Holland
- Vast contract
- Uren per week:
- 38 - 38 uur
- € 2395 - € 3061 per maand
The Korteweg-de Vries Institute for Mathematics (KdVI) of the University of Amsterdam invites you to apply for a PhD position in Statistics. You will work on the project entitled 'Shape-constrained estimation in survival analysis'. We are looking for an enthusiastic and motivated applicant with a good background in statistics or probability.
In survival analysis we are interested in analyzing the time until occurrence of an event of interest such as death/recovery from a disease, equipment failure, first employment after graduation etc. Time-to event data can have particular features that need to be accounted for during the modelling and estimation process. For example, in the recent years, there has been an increased interest in handling survival data in the presence of cure (some subjects never experience the event of interest), which is mainly motivated by improved chances of survival for some cancer patients. Estimation and uncertainty quantification in cure rate models pose both theoretical and practical challenges.
This project focuses on developing shape-constrained estimation methods for cure models. Shape restrictions arise naturally in the context of survival analysis (monotone effect of the prognostic factors, monotone/unimodal risk function, convex/concave distribution function) and incorporating such information in the estimation procedure can lead to more accurate results. In addition, such approach enjoys the flexibility of the nonparametric methods without needing to specify tuning parameters. The project consists of several parts: development of statistical methodology and theory, extensive simulation studies and real-data applications.
What are you going to do?
- perform research on the project Shape-constrained estimation in survival analysis;
- be part of the research program Stochastics and interact with its senior and junior members;
- contribute to educational programs at the University of Amsterdam;
- write a PhD-thesis and obtain a PhD within 4 years.
What do we require?
- A Master’s degree in Mathematics (with specialization in Statistics/Probability) or in Statistics (to be completed before the start of the project);
- a strong interest in statistical methodology and theory;
- excellent programming skills (programming experience in R is a plus);
- excellent writing and communication skills in English;
- commitment and a cooperative attitude.
Experience in teaching is a plus.
A temporary contract for 38 hours per week for the duration of 4 years (the initial contract will be for a period of 18 months and after satisfactory evaluation it will be extended for a total duration of 4 years). This should lead to a dissertation (PhD thesis). We will draft an educational plan that includes attendance of courses and (international) meetings. The starting date is flexible, but not later than 1 September 2021.
The salary will be €2,395 to €3,061 (scale P) gross per month, based on a full-time contract of 38 hours a week. This is exclusive 8% holiday allowance and 8.3% end-of-year bonus. A favourable tax agreement, the ‘30% ruling’, may apply to non-Dutch applicants. The Collective Labour Agreement of Dutch Universities is applicable.
Are you curious about our extensive package of secondary employment benefits like our excellent opportunities for study and development? Then find out more about working at the Faculty of Science.
Do you have questions about this vacancy? Or do you want to know more about our organisation? Please contact: