Article

Daouia, Abdelaati, Stupfler, Gilles Claude and Usseglio-Carleve, Antoine (2025) Corrected inference about the extreme Expected Shortfall in the general Max-Domain of Attraction. Information and Inference: A Journal of the IMA, vol. 14 (n° 3).

Daouia, Abdelaati and Stupfler, Gilles Claude (2025) Abdelaati Daouia and Gilles Stupfler’s contribution to the Discussion of the ‘Discussion Meeting on the Analysis of citizen science data’. Journal of the Royal Statistical Society. Series A: Statistics in Society, vol. 188 (n° 3). pp. 712-713.

Daouia, Abdelaati, Stupfler, Gilles Claude and Usseglio-Carleve, Antoine (2024) Bias-reduced and variance-corrected asymptotic Gaussian Inference about extreme expectiles. Statistics and Computing, vol. 34 (n° 130).

Daouia, Abdelaati, Padoan, Simone A. and Stupfler, Gilles Claude (2024) Optimal weighted pooling for inference about the tail index and extreme quantiles. Bernoulli, vol. 30 (n° 2). pp. 1287-1312.

Daouia, Abdelaati, Padoan, Simone A. and Stupfler, Gilles Claude (2024) Extreme expectile estimation for short-tailed data. Journal of Econometrics, vol. 241 (n° 2).

Daouia, Abdelaati, Stupfler, Gilles Claude and Usseglio-Carleve, Antoine (2024) An expectile computation cookbook. Statistics and Computing, vol. 34 (n° 103).

Daouia, Abdelaati, Stupfler, Gilles Claude and Usseglio-Carleve, Antoine (2024) Bias-reduced and variance-corrected asymptotic Gaussian inference about extreme expectiles. Statistics and Computing, Vol. 34 (N° 130).

Daouia, Abdelaati, Stupfler, Gilles Claude and Usseglio-Carleve, Antoine (2023) Inference for extremal regression with dependent heavy-tailed data. Annals of Statistics, Vol. 51 (N °5). pp. 2040-2066.

Daouia, Abdelaati, Stupfler, Gilles Claude and Usseglio-Carleve, Antoine (2023) Extreme value modelling of SARS-CoV-2 community transmission using discrete Generalised Pareto distributions. Royal Society Open Science, vol. 10 (n° 3).

Usseglio-Carleve, Antoine, Girard, Stéphane and Stupfler, Gilles Claude (2021) Extreme conditional expectile estimation in heavy-tailed heteroscedastic regression models. The Annals of statistics, vol. 49 (n° 6). pp. 3358-3382.

Daouia, Abdelaati, Girard, Stéphane and Stupfler, Gilles Claude (2021) ExpectHill estimation, extreme risk and heavy tails. Journal of Econometrics, vol. 221 (n° 1). pp. 97-117.

Daouia, Abdelaati, Gijbels, Irene and Stupfler, Gilles Claude (2021) Extremile regression. Journal of the American Statistical Association, vol. 116 (n° 539). pp. 1579-1586.

Daouia, Abdelaati, Girard, Stéphane and Stupfler, Gilles Claude (2020) Tail expectile process and risk assessment. Bernoulli journal, vol. 26 (n° 1). pp. 531-556.

Daouia, Abdelaati, Girard, Stéphane and Stupfler, Gilles Claude (2019) Extreme M-quantiles as risk measures: From L1 to Lp optimization. Bernoulli journal, vol. 25 (n° 1). pp. 264-309.

Daouia, Abdelaati, Gijbels, Irene and Stupfler, Gilles Claude (2019) Extremiles: A new perspective on asymmetric least squares. Journal of the American Statistical Association, 114 (527). pp. 1366-1381.

Daouia, Abdelaati, Girard, Stéphane and Stupfler, Gilles Claude (2018) Estimation of Tail Risk based on Extreme Expectiles. Journal of the Royal Statistical Society: Series B (Statistical Methodology), 80 (2). pp. 263-292.

Book Section

Daouia, Abdelaati and Stupfler, Gilles Claude (2024) Extremile Regression. In: Wiley StatsRef‎: statistics reference online Balakrishnan, Narayanaswamy, Colton, Theodore, Everitt, Brian Sidney, Piegorsch, Walter W., Ruggeri, Fabrizio and Teugels, Jozef (eds.) John Wiley & Sons. Hoboken ISBN 9781118445112

Monograph

Daouia, Abdelaati, Hachem, Joseph and Stupfler, Gilles Claude (2026) Extreme value inference for heterogeneous heavy-tailed data: A derandomization theory. TSE Working Paper, n. 26-1727

Daouia, Abdelaati and Stupfler, Gilles Claude (2025) Risk measures beyond quantiles. TSE Working Paper, n. 25-1632, Toulouse

Yasser, Abbas, Daouia, Abdelaati, Nemouchi, Boutheina and Stupfler, Gilles Claude (2025) Tail expectile-VaR estimation in the semiparametric Generalized Pareto model. TSE Working Paper, n. 25-1607, Toulouse

Daouia, Abdelaati, Stupfler, Gilles Claude and Usseglio-Carleve, Antoine (2023) An expectile computation cookbook. TSE Working Paper, n. 23-1458, Toulouse

Daouia, Abdelaati, Stupfler, Gilles Claude and Usseglio-Carleve, Antoine (2022) Inference for extremal regression with dependent heavy-tailed data. TSE Working Paper, n. 22-1324, Toulouse

Daouia, Abdelaati, Padoan, Simone A. and Stupfler, Gilles Claude (2022) Optimal weighted pooling for inference about the tail index and extreme quantiles. TSE Working Paper, n. 22-1322, Toulouse

Daouia, Abdelaati, Gijbels, Irene and Stupfler, Gilles (2021) Extremile Regression. TSE Working Paper, n. 21-1176, Toulouse

Daouia, Abdelaati, Girard, Stéphane and Stupfler, Gilles (2018) ExpectHill estimation, extreme risk and heavy tails. TSE Working Paper, n. 18-953, Toulouse

Daouia, Abdelaati, Girard, Stéphane and Stupfler, Gilles (2018) Tail expectile process and risk assessment. TSE Working Paper, n. 18-944, Toulouse

Daouia, Abdelaati, Girard, Stéphane and Stupfler, Gilles (2017) Extreme M-quantiles as risk measures: From L1 to Lp optimization. TSE Working Paper, n. 17-841, Toulouse

Daouia, Abdelaati, Girard, Stéphane and Stupfler, Gilles (2017) Estimation of Tail Risk based on Extreme Expectiles. TSE Working Paper, n. 15-566, Toulouse