Research output per year
Research output per year
Senior lecturer, Associate Professor
My research is focused on compositional data analysis, where we study vectors of proportions (compositions). Compositions arise in a number of different areas, e.g. the geochemical compositions of rock specimens, the proportion of expenditures on different commodity groups in household budgets, and the party shares in a party preference survey. I am particularly interested in modelling compositions over time (especially party shares), and I have developed a method for compositional smoothing (compositional loess). I am also working with applied statistics in archaeology with Mikael Larsson and in philosophy with Martin Jönsson
I teach theoretical and applied statistics and quantitative research methods on different levels: undergraduate, advanced and within PhD programmes. Particularly sampling/survey research and regression analysis are favourite topics of mine.
I have on multitude of occasions given lectures and advice to NGOs, authorities, and companies.
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):
Research output: Contribution to journal › Article › peer-review
Research output: Chapter in Book/Report/Conference proceeding › Book chapter › Research
Research output: Contribution to journal › Article › peer-review
Research output: Contribution to journal › Article › peer-review
Research output: Contribution to journal › Article › peer-review
Jönsson, M. (PI), Bergman, J. (Researcher), Gunnemyr, M. (Project coordinator), Husfeldt, T. (Researcher), Nilsson, A. (Researcher) & Tellhed, U. (Researcher)
2022/02/01 → 2022/10/31
Project: Network
Larsson, M. (Researcher), Lagerås, P. (Researcher), Olsson, P. A. (Researcher) & Bergman, J. (Researcher)
2020/01/01 → 2024/12/31
Project: Research
Hannerz, H. (Research student), Bergman, J. (Assistant supervisor) & Podgórski, K. (Supervisor)
2000/01/01 → 2023/05/31
Project: Dissertation
Bergman, J. (Chair)
Activity: Participating in or organising an event › Organisation of conference
Bergman, J. (Presenter)
Activity: Participating in or organising an event › Participation in conference
Bergman, J. (Presenter)
Activity: Participating in or organising an event › Participation in conference
Bergman, J. (Presenter)
Activity: Participating in or organising an event › Participation in conference
Bergman, J. (Invited speaker)
Activity: Talk or presentation › Invited talk