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Nicklas Pettersson

Position: Senior Lecturer School/office: Örebro University School of Business

Email: bmlja2xhcy5wZXR0ZXJzc29uO29ydS5zZQ==

Phone: +46 19 302201

Room: N4019

Research subject

Statistics

Research environments

Economics and Statistics

About Nicklas Pettersson

Nicklas Pettersson is a senior lecturer in Statistics at Örebro University. He took his PhD at Stockholm University and has a MSc (Economics and Business) degree from Stockholm School of Economics. His research interests and teaching concern survey sampling, in particular treatment of missing data, and various applications mainly directed towards Economics and Social Sciences.

Teaching

Statistical learning

Data mining and business analytics

Data visualization

Computer intensive methods

Thesis Supervision

Machine learning for data science

Research
Handling of missing data by means of multiple imputation.

Applied research involving (but not limited to) statistical modelling, surveys, regression analysis, statistical learning and machine learning.

Active projects

Research groups

Publications

Articles in journals

Crichton-Fock, A. P. F. , Spence, C. , Mora, M. & Pettersson, N. (2023). Enhancing the design of wine labels. Frontiers in Psychology, 14. [BibTeX]
Crichton-Fock, A. P. F. , Spence, C. & Pettersson, N. (2023). Using crossmodal correspondences as a tool in wine communication. Frontiers in Psychology, 14. [BibTeX]
Andrén, D. , Clark, A. , D’Ambrosio, C. , Karlsson, S. & Pettersson, N. (2019). Nya sätt att mäta välbefinnande? En analys av subjektiva och objektiva mått. Ekonomisk Debatt, 1, 44-51. [BibTeX]
Pettersson, N. (2013). Bias Reduction Of Finite Population Imputation By Kernel Methods. Statistics in Transition, 14 (1), 139-160. [BibTeX]
Franzén, K. , Johansson, J. , Andersson, G. , Pettersson, N. & Nilsson, K. (2009). Urinary incontinence in women is not exclusively a medical problem: a population-based study on urinary incontinence and general living conditions. Scandinavian Journal of Urology and Nephrology, 43 (3), 226-232. [BibTeX]
Andersson, G. , Johansson, J. , Sahlberg-Blom, E. , Pettersson, N. & Nilsson, K. (2005). Urinary incontinence - why refraining from treatment?: a population based study. Scandinavian Journal of Urology and Nephrology, 39 (4), 301-307. [BibTeX]
Pettersson, N. (). Informed kernel imputation. . [BibTeX]
Pettersson, N. (). Kernel imputation with multivariate auxiliaries. . [BibTeX]

Chapters in books

Andrén, D. , Clark, A. , D'Ambrosio, C. , Pettersson, N. & Karlsson, S. (2024). Individual wellbeing and cortisol. In: Hilke Brockmann; Roger Fernandez-Urbano, Encyclopedia of Happiness, Quality of Life and Subjective Wellbeing (pp. 125-133). . Edward Elgar Publishing. [BibTeX]

Conference papers

Andrén, D. & Pettersson, N. (2021). The importance of studying continuously when learning basic concepts. Paper presented at International Society for Quality-of-Life Studies (ISQOLS 2021): "Quality-of-life and adaptation in a virulent world", (virtual conference), August 24-28, 2021. [BibTeX]
Andrén, D. & Pettersson, N. (2019). Emotional Health During Childhood and Adult Life-Satisfaction. In: Fourteenth Workshop on Costs and Assessment in Psychiatry ‘The Value of Mental Health Services’ Venice - March 29-31, 2019 Book of Abstracts. Paper presented at Fourteenth Workshop on Costs and Assessment in Psychiatry - The Value of Mental Health Services, Venice, Italy, March 29-31, 2019. John Wiley & Sons. [BibTeX]
Pettersson, N. & Andrén, D. (2018). ELEKTRONISKA TEST SOM MOTIVERAR STUDENTER ATT VÄLJA FÖRBEREDELSE FRAMFÖR UPPSKJUTANDE. In: NU2018 - Det akademiska lärarskapet Abstrakt. Paper presented at Nätverk och Utveckling 2018 (NU2018), Det akademiska lärarskapet, Västerås, Sweden, October 9-11, 2018. [BibTeX]
Pettersson, N. (2012). Real donor imputation pools. In: Mārtiņš Liberts, Proceedings of the Workshop of the Baltic-Nordic-Ukrainian network on survey statistics, 2012. Paper presented at Workshop of the Baltic-Nordic-Ukrainian network on survey statistics, 2012. (pp. 162-168). Valmiera: University of Latvia. [BibTeX]
Pettersson, N. (2011). Kernel imputation: a method to reduce bias of hot deck imputation. Paper presented at Third Baltic-Nordic Conference on Survey Statistics, Norrfällsviken, Sweden, June 13-17, 2011. [BibTeX]
Pettersson, N. (2011). Kernel imputation for a finite population. Paper presented at Winter Conference on Incomplete data: Semi-parametric and Bayesian methods in Hemavan, Sweden (6-10/3 2011) AND Baltic-Nordic Conference on Survey Statistics in Norrfällsviken, Sweden (13-17/6 2011). [BibTeX]
Pettersson, N. (2011). Kernel imputation in Small Areas. Paper presented at Conference on Small Area Estimation in Trier, Germany (11-13/8 2011). [BibTeX]
Pettersson, N. (2010). Some results from simulations with kernel imputation. In: Workshop on Survey Sampling Theory and Methodology August 23-27, 2010, Vilnius. Paper presented at Workshop on Survey Sampling Theory and Methodology Vilnius, Lithuania, August 23-27, 2010. Vilnius, Lithuania: Statistics Lithuania. [BibTeX]
Pettersson, N. (2009). Kernel Imputation. Paper presented at The Baltic-Nordic-Ukrainian Summer School on Survey Statistics, Kyiv, Ukraine (23-27/8 2009). [BibTeX]
Pettersson, N. (2008). Binary logistic regression with stratified survey data. Paper presented at Workshop on Survey Sampling Theory and Methodology, Kuressaare, Estonia (25-29/8 2008). [BibTeX]

Doctoral theses, comprehensive summaries

Pettersson, N. (2013). Multiple Kernel Imputation: A Locally Balanced Real Donor Method. (Doctoral dissertation). (Comprehensive summary) Stockholm: Department of Statistics, Stockholm University. [BibTeX]

Reports

Pettersson, N. & Kelemen [Capannini-Kelemen], K. (2024). Yet another case of Nordic exceptionalism? A quantitative approach to an intra-Nordic and an international comparison of supreme courts’ constitutional reasoning. Örebro: Örebro University School of Business (Working Papers, School of Business 2024:7). [BibTeX]
Pettersson, N. , Karlsson, N. & Andrén, D. (2023). Does eligibility requirements matter for academic achievements? A quasi-experimental retrospective study of students studying intermediate statistics. Örebro: Örebro University School of Business (Working Papers, School of Business 1/2023). [BibTeX]
Karlsson, N. & Pettersson, N. (2020). Pigs in Space:Is Miss Piggy Going in for Final Landing? A Statistical Analysis of the Game Pass the Pigs®. Örebro: Örebro University School of Business (Working Papers, School of Business 3/2020). [BibTeX]
Andrén, D. & Pettersson, N. (2020). Studying continuously during an university course – with experiences from the impact of the coronavirus COVID-19. Örebro: Örebro University School of Business (Working Papers, School of Business 2020:12). [BibTeX]
Andrén, D. , Clark, A. E. , D’Ambrosio, C. , Karlsson, S. & Pettersson, N. (2018). New ways to measure well-being?: A first joint analysis of subjective and objective measures. Örebro: Örebro University, School of Business (Working Papers, School of Business 2018:13). [BibTeX]
Andrén, D. , Mudenda, L. D. & Pettersson, N. (2018). Which firms employ older workers?.. (Working Papers, School of Business 2018:14). [BibTeX]
Andrén, D. , Clark, A. , D'Ambrosio, C. , Karlsson, S. & Pettersson, N. (2017). Subjective and physiological measures of well-being: an exploratory analysis using birth-cohort data. Örebro: Örebro universitet (Working Papers, School of Business 2017: 8). [BibTeX]