Nonparametric Statistics

SEIO

Working Group

The Nonparametric Statistics Working Group gathers circa eighty statisticians, of different institutions and academic ranks, with research interests on Nonparametric Statistics topics such as:

Curve estimation (density, regression, distribution, etc.) and smoothing methods.
Goodness-of-fit tests for parametric and semiparametric models.
Inference and prediction under (spatial, temporal, etc) dependence.
Set estimation.
Non-Euclidean data analysis (functional data, directional data, etc.).
Inference with incomplete information (missing data, truncation, censorship, etc.).
Computational statistics and software development.
Applications in diverse fields (medicine, engineering, economy, etc.).

The aims of the working group comprise:

Advancing research in the field of Nonparametric Statistics in Spain.
Increasing the contact between members of the Spanish Nonparametric community.
Promoting the exchange of knowledge and advances between the members of the group.
Improving the visibility of the Nonparametric research carried out within the group.
Contributing to the training of researchers with interests in Nonparametric Statistics.

Events

Below is the list of major events of the Working Group. Other announcements and activities have been communicated through the internal mailing list.

2026

Organization of the Workshop on Functional, NonParametric and Spatio-Temporal Statistics: In honor of Wenceslao González Manteiga which was held in Santiago de Compostela from July 14 to 17, 2026 (https://sites.google.com/view/fnpsts/). Co-organized with the Spatio-Temporal Statistics Working Group and the Functional Data Analysis Working Group of SEIO, it constituted the fourth workshop of the group. This event served as a tribute to Professor Wenceslao González Manteiga, a pioneer of NonParametric Statistics in Spain. The workshop proceedings are available here (in English).

2025

Three invited sessions organized at the XLI National Congress of Statistics and Operations Research (SEIO 2024) which was held in Lleida, from June 10 to 13, 2025 (https://seio2025.com/). The sessions brought together 14 speakers on the topics of “Nonparametric Estimation”, “Nonparametric Tests” and “High Dimension”.
Organization of the Workshop on Nonparametric Statistics which was held in Mieres, from July 16 to 18, 2025 (https://sites.google.com/view/wnpseio). This was the third workshop of the Nonparametric Statistics Working Group, and the first one held independently. The workshop proceedings are available here (in English).

2024

Organization of the II Joint Workshop on Functional Data Analysis and Nonparametric Statistics, held in Miraflores de la Sierra from September 10 to 13, 2024 (https://iiwfdanp.webnode.page/). This was the second workshop of the Nonparametric Statistics Working Group, co-organized with the Functional Data Analysis Working Group of SEIO. The workshop proceedings are available here.
Organization of the talk A tutorial on recent advances in multivariate kernel smoothing as part of the SEIO Seminar Series, delivered by José Enrique Chacón (University of Extremadura) on the YouTube Channel @SEIO_es (in Spanish).

2023

Organization of the I Joint Workshop on Functional Data Analysis and Nonparametric Statistics held in Miraflores de la Sierra, 6-9 June 2023 (https://iwfdanp.webnode.es). This was the first workshop of the Nonparametric Statistics Working Group, and was co-organized with the SEIO Working Group on Functional Data Analysis. The proceedings of the workshop are available here.
Four invited sessions organized in the XL National Congress of Statistics and Operations Research (SEIO 2023) held in Elche, 7-10 November 2023 (https://seio2023.com/). The sessions gathered 16 speakers within the themes of “Nonparametric estimation”, “Nonparametric hypothesis testing”, “Modes-based data analysis”, and “High-dimensional nonparametric inference”. The proceedings of the conference are available here (in Spanish).
Meeting of the group during the SEIO 2023 conference. Eduardo García Portugués leaves the coordination of the group. Andrea Meilán Vila incorporates as co-coordinator of the Working Group.
Publication in BEIO of a paper reviewing the activities carried out by the group: Ameijeiras-Alonso, J., Meilán-Vila, A. (2023). Grupo de Estadística no Paramétrica. BEIO, 39(3), 1-4.

2022

Three invited sessions organized in the XXXIX National Congress of Statistics and Operations Research (SEIO 2022) held in Granada, 7-10 June 2022 (https://seio2022.confereasy.com/). The sessions gathered 12 speakers within the themes of “Nonparametric inference for regression”, “Nonparametric inference for density and distribution”, and “Nonparametric hypothesis testing”. The proceedings of the conference are available here (in Spanish).
Meeting of the group during the SEIO 2022 conference. Jose Ameijeiras Alonso incorporates as co-coordinator of the Working Group.

2021

Organization of two invited sessions for the XXXIX National Congress of Statistics and Operations Research to be held in 2021, then postponed due to the pandemic.

2020

The website and mailing list of the Working Group are created.

2019

Eduardo García Portugués becomes the coordinator of the Working Group.
SEIO approves the creation of the group in September 2019. The creation proposal (in Spanish) gathers the support of 40 founding members.