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Umeå University
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Staff photo Xavier de Luna

Xavier de Luna

Professor of Statistics and Prodean for the Faculty of Social Sciences.

 

0000-0003-3187-1987

Contact

E-mail
xavier.de.luna@umu.se
Phone
+46 90 786 55 59

Works as

Affiliation
Professor at Umeå School of Business, Economics and Statistics (USBE) Section: Statistics
Location
Samhällsvetarhuset, Biblioteksgränd 6 Umeå universitet, 901 87 Umeå
Affiliation
Affiliated as professor at Faculty Office of Social Sciences
Location
Förvaltningshuset, plan 3, Universitetstorget 16 Umeå universitet, 901 87 Umeå

For more information, see link to own homepage: stat4reg.se/xavierdeluna

Covariate balancing for causal inference on categorical and continuous treatments
Econometrics and Statistics, Elsevier 2025, Vol. 33 : 304-329
Lee, Seong-ho; Ma, Yanyuan; de Luna, Xavier
Valid causal inference with unobserved confounding in high-dimensional settings
Journal of Causal Inference
Moosavi, Niloofar; Gorbach, Tetiana; de Luna, Xavier
Causal inference with a functional outcome
The Journal of the Royal Statistical Society, Series C: Applied Statistics, Oxford University Press 2024, Vol. 73, (1) : 221-240
Ecker, Kreske; de Luna, Xavier; Schelin, Lina
Volunteering and instrumental support during the first phase of the pandemic in Europe: the significance of COVID-19 exposure and stringent country’s COVID-19 policy
BMC Public Health, BioMed Central (BMC) 2024, Vol. 24, (1)
Lestari, Septi Kurnia; Eriksson, Malin; de Luna, Xavier; et al.
Convolutional neural networks for valid and efficient causal inference
Journal of Computational And Graphical Statistics, Taylor & Francis 2024, Vol. 33, (2) : 714-723
Mohammad, Ghasempour; Moosavi, Niloofar; de Luna, Xavier
Robot causal discovery aided by human interaction
2023 32nd IEEE International Conference on Robot and Human Interactive Communication (RO-MAN), IEEE 2023 : 1731-1736
Edström, Filip; Hellström, Thomas; de Luna, Xavier
Contrasting identifying assumptions of average causal effects: robustness and semiparametric efficiency
Journal of machine learning research, Microtome Publishing 2023, Vol. 24, (197) : 1-65
Gorbach, Tetiana; de Luna, Xavier; Waernbaum, Ingeborg; et al.
The costs and benefits of uniformly valid causal inference with high-dimensional nuisance parameters
Statistical Science, Institute of Mathematical Statistics 2023, Vol. 38, (1) : 1-12
Moosavi, Niloofar; Häggström, Jenny; de Luna, Xavier
Regional differences in initial labour market conditions and dynamics in lifetime income trajectories
Longitudinal and Life Course Studies, Bristol University Press 2022, Vol. 13, (3) : 352-379
Ecker, Kreske; de Luna, Xavier; Westerlund, Olle
Frailty and types of social relationships among older adults in 17 European countries: A latent class analysis
Archives of gerontology and geriatrics (Print), Vol. 101
Lestari, Septi K; Eriksson, Malin; de Luna, Xavier; et al.
Sufficient dimension reduction for feasible and robust estimation of average causal effect
Statistica sinica, Taipei: Academia Sinica, Institute of Statistical Science 2021, Vol. 31, (2) : 821-842
Ghosh, Trinetri; Ma, Yanyuan; de Luna, Xavier
A longitudinal study on social support, social participation, and older Europeans' quality of life
SSM - Population Health, Elsevier 2021, Vol. 13
Lestari, Septi K.; de Luna, Xavier; Eriksson, Malin; et al.
Causal Effects of the Timing of Life-course Events: Age at Retirement and Subsequent Health
Sociological Methods & Research, Sage Publications 2020, Vol. 49, (1) : 216-249
Barban, Nicola; de Luna, Xavier; Lundholm, Emma; et al.
Semiparametric inference with missing data: robustness to outliers and model misspecification
Econometrics and Statistics, Elsevier 2020, Vol. 16 : 108-120
Cantoni, Eva; de Luna, Xavier
A Hierarchical Bayesian Mixture Model Approach for Analysis of Resting-State Functional Brain Connectivity: An Alternative to Thresholding
Brain Connectivity, Mary Ann Liebert 2020, Vol. 10, (5) : 202-211
Gorbach, Tetiana; Lundquist, Anders; de Luna, Xavier; et al.
Changes in the provision of instrumental support by older adults in nine European countries during 2004-2015: a panel data analysis
BMC Geriatrics, BioMed Central 2020, Vol. 20, (1)
Lestari, Septi K.; de Luna, Xavier; Eriksson, Malin; et al.
Causal inference accounting for unobserved confounding after outcome regression and doubly robust estimation
Biometrics, Wiley-Blackwell 2019, Vol. 75, (2) : 506-515
Genbäck, Minna; de Luna, Xavier
Survival after radiotherapy versus radical cystectomy for primary muscle-invasive bladder cancer: A Swedish nationwide population-based cohort study
Cancer Medicine, John Wiley & Sons 2019, Vol. 8, (5) : 2196-2204
Häggström, Christel; Garmo, Hans; de Luna, Xavier; et al.
Predictors of decline in self-reported health: addressing non-ignorable dropout in longitudinal studies of ageing
European Journal of Ageing, Springer 2018, Vol. 15, (2) : 211-220
Genbäck, Minna; Ng, Nawi; Stanghellini, Elena; et al.
Inference for partial correlation when data are missing not at random
Statistics and Probability Letters, Elsevier 2018, Vol. 141 : 82-89
Gorbach, Tetiana; de Luna, Xavier
Sensitivity analysis for unobserved confounding of direct and indirect effects using uncertainty intervals
Statistics in Medicine, John Wiley & Sons 2018, Vol. 37, (10) : 1744-1762
Lindmark, Anita; de Luna, Xavier; Eriksson, Marie
Childhood family structure and women's adult overweight risk: A longitudinal study
Scandinavian Journal of Public Health, Vol. 45, (5) : 511-519
Chaparro, M Pia; de Luna, Xavier; Häggström, Jenny; et al.
Proxy variables and nonparametric identification of causal effects
Economics Letters, Vol. 150 : 152-154
de Luna, Xavier; Fowler, Philip; Johansson, Per
Study protocol for the evaluation of a vocational rehabilitation
Observational Studies, Vol. 3 : 1-27
Fowler, Philip; de Luna, Xavier; Johansson, Per; et al.
Longitudinal association between hippocampus atrophy and episodic-memory decline
Neurobiology of Aging, Vol. 51 : 167-176
Gorbach, Tetiana; Pudas, Sara; Lundquist, Anders; et al.
Data-driven algorithms for dimension reduction in causal inference
Computational Statistics & Data Analysis, Vol. 105 : 280-292
Persson, Emma; Häggström, Jenny; Waernbaum, Ingeborg; et al.
Does the number of siblings affect health in midlife?: Evidence from the Swedish Prescribed Drug Register
Demographic Research, Max Planck Institute for Demographic Research: 2016, Vol. 35 : 1259-1302
Baranowska-Rataj, Anna; De Luna, Xavier; Ivarsson, Anneli
Causal inference with longitudinal outcomes and non-ignorable drop-out: Estimating the effect of living alone on cognitive decline
The Journal of the Royal Statistical Society, Series C: Applied Statistics, Vol. 65, (1) : 131-144
Josefsson, Maria; de Luna, Xavier; Daniels, Michael; et al.
Data Resource Profile: Swedish Microdata Research from Childhood into Lifelong Health and Welfare (Umeå SIMSAM Lab)
International Journal of Epidemiology, Oxford University Press 2016, Vol. 45, (4) : 1075-1075g
Lindgren, Urban; Nilsson, Karina; de Luna, Xavier; et al.
Regional inequalities in pre-pregnancy overweight and obesity in Sweden, 1992, 2000, and 2010
Scandinavian Journal of Public Health, Vol. 43, (5) : 534-539
Chaparro, M. Pia; Ivarsson, Anneli; Koupil, Ilona; et al.
Regional inequalities in overweight and obesity among first-time pregnant women in Sweden, 1992–2010
22nd European Congress on Obesity (ECO2015), Prague, Czech Republic, May 6-9, 2015: abstracts, S. Karger 2015 : 119-119
Chaparro, M Pia; Ivarsson, Anneli; Koupil, Ilona; et al.
Uncertainty intervals for regression parameters with non-ignorable missingness in the outcome
Statistical papers, Springer-Verlag New York 2015, Vol. 56, (3) : 829-847
Genbäck, Minna; Stanghellini, Elena; de Luna, Xavier
CovSel: An R Package for Covariate Selection When Estimating Average Causal Effects
Journal of Statistical Software, Vol. 68, (1) : 1-20
Häggström, Jenny; Persson, Emma; Waernbaum, Ingeborg; et al.
Family Life Course and the Timing of Women's Retirement: a Sequence Analysis Approach
Population, Space and Place, John Wiley & Sons 2015, Vol. 21, (8) : 856-871
Svensson, Ingrid; Lundholm, Emma; De Luna, Xavier; et al.
Testing for the Unconfoundedness Assumption Using an Instrumental Assumption
Journal of Causal Inference, Walter de Gruyter GmbH 2014, Vol. 2, (2) : 187-199
de Luna, Xavier; Johansson, Per
Targeted smoothing parameter selection for estimating average causal effects
Computational statistics (Zeitschrift), Springer 2014, Vol. 29, (6) : 1727-1748
Häggström, Jenny; de Luna, Xavier
Does formal education for older workers increase earnings?: evidence based on rich data and long-term follow up
Labour, John Wiley & Sons 2014, Vol. 28, (2) : 163-189
Stenberg, Anders; de Luna, Xavier; Westerlund, Olle
Sensitivity analysis of the unconfoundedness assumption with an application to an evaluation of college choice effects on earnings
Journal of Applied Statistics, Taylor & Francis 2014, Vol. 41, (8) : 1767-1784
Xavier, de Luna; Lundin, Mathias
Brain Characteristics of Individuals Resisting Age-Related Cognitive Decline over Two Decades
Journal of Neuroscience, Vol. 33, (20) : 8668-8677
Pudas, Sara; Persson, Jonas; Josefsson, Maria; et al.
A Consistency Result for Bayes Classifiers with Censored Response Data
Theoretical mathematics and applications, Vol. 3, (4) : 47-54
Wijayatunga, Priyantha; de Luna, Xavier
Genetic and lifestyle predictors of 15-Year longitudinal change in episodic memory
Journal of The American Geriatrics Society, Vol. 60, (12) : 2308-2312
Josefsson, Maria; de Luna, Xavier; Pudas, Sara; et al.
Can adult education delay retirement from the Labour Market?
Journal of Population Economics, Springer 2012, Vol. 25, (2) : 677-696
Stenberg, Anders; de Luna, Xavier; Westerlund, Olle
Covariate selection for the non-parametric estimation of an average treatment effect
Biometrika, Oxford University Press 2011, Vol. 98, (4) : 861-875
de Luna, Xavier; Waernbaum, Ingeborg; Richardson, Thomas
SIMSAM-nätverket i Umeå strävar mot att bli ett framstående center för registerforskning som knyter samman barndomen med livslång hälsa och välfärd
SVEPET - Medlemstidning för Svensk Epidemiologisk Förening (SVEP), Göteborg: Svensk epidemiologisk förening 2011, Vol. 29, (3) : 8-9
Holmström, Anna; Oudin, Anna; de Luna, Xavier; et al.
Non-parametric inference for the effect of a treatment on survival times with application in the health and social sciences
Journal of Statistical Planning and Inference, Elsevier 2010, Vol. 140, (7) : 2122-2137
de Luna, Xavier; Johansson, Per
Can adult education delay retirement from the labour market?
IFAU Working Paper, 2010:2
de Luna, Xavier; Stenberg, Anders; Westerlund, Olle
Estimating prediction error: cross-validation vs. accumulated prediction error
Communications in statistics. Simulation and computation, Informa plc. 2010, Vol. 39, (5) : 880-898
Häggström, Jenny; de Luna, Xavier
Registerdata om barndomen: kunskapsbas för hållbar hälsa och välfärd
SVEPET. Medlemsbladet för Svensk Epidemiologisk Förening (Svep), Malmö: Svensk Epidemiologisk Förening (Svep) 2010, Vol. 28, (3) : 4-6
Ivarsson, Anneli; de Luna, Xavier; Nilsson, Karina; et al.
Sensitivity analysis of the unconfoundedess assumption in observational studies
IFAU Working Papers, 2009:12
de Luna, Xavier; Lundin, Mathias
Local polynomial regression with truncated or censored response
IFAU Working Paper, 2009:25
Karlsson, Maria; Cantoni, Eva; de Luna, Xavier
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