Xavier de Luna

Xavier de Luna

Umeå universitet

H-index: 21

Europe-Sweden

About Xavier de Luna

Xavier de Luna, With an exceptional h-index of 21 and a recent h-index of 16 (since 2020), a distinguished researcher at Umeå universitet, specializes in the field of causal inference, machine learning, dimension reduction, life course studies.

His recent articles reflect a diverse array of research interests and contributions to the field:

Valid causal inference with unobserved confounding in high-dimensional settings

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

Causal inference with a functional outcome

Convolutional neural networks for valid and efficient causal inference

Robot causal discovery aided by human interaction

The costs and benefits of uniformly valid causal inference with high-dimensional nuisance parameters

Contrasting Identifying Assumptions of Average Causal Effects: Robustness and Semiparametric Efficiency

Regional differences in initial labour market conditions and dynamics in lifetime income trajectories

Xavier de Luna Information

University

Position

___

Citations(all)

1916

Citations(since 2020)

963

Cited By

1345

hIndex(all)

21

hIndex(since 2020)

16

i10Index(all)

40

i10Index(since 2020)

24

Email

University Profile Page

Umeå universitet

Google Scholar

View Google Scholar Profile

Xavier de Luna Skills & Research Interests

causal inference

machine learning

dimension reduction

life course studies

Top articles of Xavier de Luna

Title

Journal

Author(s)

Publication Date

Valid causal inference with unobserved confounding in high-dimensional settings

arXiv preprint arXiv:2401.06564

Niloofar Moosavi

Tetiana Gorbach

Xavier de Luna

2024/1/12

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

Septi Kurnia Lestari

Malin Eriksson

Xavier de Luna

Gunnar Malmberg

Nawi Ng

2024/1/5

Causal inference with a functional outcome

Journal of the Royal Statistical Society Series C: Applied Statistics

Kreske Ecker

Xavier de Luna

Lina Schelin

2024/1

Convolutional neural networks for valid and efficient causal inference

Journal of Computational and Graphical Statistics

Mohammad Ghasempour

Niloofar Moosavi

Xavier de Luna

2023/10/23

Robot causal discovery aided by human interaction

Filip Edström

Thomas Hellström

Xavier De Luna

2023/8/28

The costs and benefits of uniformly valid causal inference with high-dimensional nuisance parameters

Statistical Science [ISSN 0883-4237 (print); ISSN 2168-8745 (online)]

Elvezio Ronchetti

Andrej Ilievski

Alessandra Giovagnoli

Isabella Verdinelli

Rajen D Shah

...

2023/2

Contrasting Identifying Assumptions of Average Causal Effects: Robustness and Semiparametric Efficiency

Journal of machine learning research

Tetiana Gorbach

Xavier de Luna

Juha Karvanen

Ingeborg Waernbaum

2023

Regional differences in initial labour market conditions and dynamics in lifetime income trajectories

Longitudinal and Life Course Studies

Kreske Ecker

Xavier de Luna

Olle Westerlund

2022/7/1

Covariate balancing for causal inference on categorical and continuous treatments

Econometrics and Statistics

Seong-ho Lee

Yanyuan Ma

Xavier de Luna

2022/2/9

A note on sensitivity analysis for post-machine learning causal inference

Niloofar Moosavi

Tetiana Gorbach

Xavier de Luna

2022

Valid causal inference: model selection and sensitivity to unobserved confounding in high-dimensional settings

Niloofar Moosavi

Tetiana Gorbach

Xavier de Luna

2022

Frailty and types of social relationships among older adults in 17 European countries: A latent class analysis

Archives of Gerontology and Geriatrics

Septi Kurnia Lestari

Malin Eriksson

Xavier de Luna

Gunnar Malmberg

Nawi Ng

2022/7/1

A longitudinal study on social support, social participation, and older Europeans’ Quality of life

SSM-population health

Septi Kurnia Lestari

Xavier de Luna

Malin Eriksson

Gunnar Malmberg

Nawi Ng

2021/3/1

SDRcausal: an R package for causal inference based on sufficient dimension reduction

arXiv preprint arXiv:2105.02499

Mohammad Ghasempour

Xavier de Luna

2021/5/6

Sufficient dimension reduction for feasible and robust estimation of average causal effect

Statistica Sinica

Trinetri Ghosh

Yanyuan Ma

Xavier De Luna

2021/4

Changes in the provision of instrumental support by older adults in nine European countries during 2004—2015: a panel data analysis

BMC geriatrics

Septi K Lestari

Xavier de Luna

Malin Eriksson

Gunnar Malmberg

Nawi Ng

2020/12

Semiparametric inference with missing data: Robustness to outliers and model misspecification

Econometrics and statistics

Eva Cantoni

Xavier de Luna

2020/10/1

A hierarchical Bayesian mixture model approach for analysis of resting-state functional brain connectivity: an alternative to Thresholding

Brain Connectivity

Tetiana Gorbach

Anders Lundquist

Xavier de Luna

Lars Nyberg

Alireza Salami

2020/6/1

Causal effects of the timing of life-course events: Age at retirement and subsequent health

Sociological Methods & Research

Nicola Barban

Xavier De Luna

Emma Lundholm

Ingrid Svensson

Francesco Candeloro Billari

2020/2

See List of Professors in Xavier de Luna University(Umeå universitet)

Co-Authors

H-index: 106
Lars Nyberg

Lars Nyberg

Umeå universitet

H-index: 65
Marc G Genton

Marc G Genton

King Abdullah University of Science and Technology

H-index: 55
Michael Daniels

Michael Daniels

University of Florida

H-index: 49
Nawi Ng

Nawi Ng

Göteborgs universitet

H-index: 45
Anneli Ivarsson

Anneli Ivarsson

Umeå universitet

H-index: 43
Thomas S. Richardson

Thomas S. Richardson

University of Washington

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