Aldo Solari - personal webpage
Research
My research interests include High-Dimensional Data, Multiple Testing, Permutation Tests and Selective Inference.
Publications and Preprints
- Gazin, U., Heller, R., Roquain, E. and Solari, A. (2024) Powerful batch conformal prediction for classification.
arXiv preprint arXiv:2411.02239 .
(.pdf).
- Magnani, C.G., Sesia, M. and Solari, A. (2024) Collective Outlier Detection and Enumeration with Conformalized Closed Testing.
arXiv preprint arXiv:2308.05534 .
(.pdf).
- Heller, R. and Solari, A. (2023) Simultaneous Directional Inference.
Journal of the Royal Statistical Society Series B.
(.pdf).
Supplementary R code.
- Goeman, J.J. and Solari, A. (2023) On Selecting and Conditioning in Multiple Testing and Selective Inference.
Biometrika.
(.pdf). Supplementary R code.
- Hemerik, J., Solari, A. and Goeman, J.J. (2022) Flexible control of the median of the false discovery proportion.
Biometrika.
(.pdf).
- Reverberi C., Rigon T., Solari, A., Hassan C., Cherubini P., Cherubini A. (2022) Hybrid intelligence decision making: successful human-AI integration in optical diagnosis.
Scientific Reports.
- Xu, N., Solari, A. and Goeman, J.J. (2022) Closed testing with Globaltest with applications on metabolomics data.
Biometrics.
(.pdf).
- Solari, A. and Djordjilović, V. (2022) Multi Split Conformal Prediction.
Statistics and Probability Letters,
184,
109395. (.pdf).
- Solari, A. and Goeman, J.J. (2021)
Exploratory inference: localizing relevant effects with confidence.
Handbook of Multiple Comparisons, Chapter 14. Editors: X. Cui, T. Dickhaus, Y. Ding, and J.C. Hsu, Chapman & Hall / CRC Handbooks of Modern Statistical Methods.
Supplementary R code.
- Al Mohamad, D., van Zwet, E., Solari, A. and Goeman, J.J. (2021) Simultaneous confidence intervals for ranks using the partitioning principle.
Electronic Journal of Statistics,
15,
2608-2646.
(.pdf).
- Xu N., Solari, A. and Goeman, J.J. (2021) Globaltest confidence regions and their application to ridge regression.
Biometrical Journal,
63,
1351-1365.
- Goeman, J.J., Hemerik, J. and Solari, A. (2021)
Only Closed Testing Procedures are Admissible for Controlling False Discovery Proportions.
Annals of Statistics ,
49,
1218-1238.
(.pdf).
- Goeman, J.J. and Solari, A. (2019)
Comment on Cai, Sun and Wang "Covariate-assisted ranking and screening for large-scale two-sample inference".
J. Roy. Statist. Soc., Ser B.
81,
225-226.
(.pdf).
- Hemerik, J., Solari, A. and Goeman, J.J. (2019)
Permutation-based simultaneous confidence bounds for the false discovery proportion.
Biometrika,
106,
635-649.
(.pdf).
- Goeman, J.J., Meijer, R.J., Krebs, J.T.P. and Solari, A. (2019)
Simultaneous Control of All False Discovery Proportions in Large-Scale Multiple Hypothesis Testing.
Biometrika,
106,
841-856.
(.pdf).
- Rosenblatt, J., Finos, L., Weeda, W., Solari, A. and Goeman, J.J. (2018)
All-Resolutions Inference for Brain Imaging.
NeuroImage,
181,
786-796.
(.pdf).
- Solari, A. (2017)
Contribution to the discussion of "A critical evaluation of the current "p-value controversy" ".
Biometrical Journal,
59,
895-896.
- Solari, A. and Goeman, J.J. (2017)
Minimally Adaptive BH: a tiny but uniform improvement of the Procedure of Benjamini and Hochberg.
Biometrical Journal,
59,
776-780.
- Solari, A., Finos, L. and Goeman, J.J. (2014)
Rotation-Based Multiple Testing in the Multivariate Linear Model.
Biometrics,
70,
954-961.
- Goeman, J.J. and Solari, A. (2014)
Multiple Hypothesis Testing in Genomics.
Statistics in Medicine,
33,
1946-78.
- Solari, A., le Cessie, S. and Goeman, J.J. (2012)
Testing Goodness-of-Fit in Regression: a General Approach for Specified Alternatives.
Statistics in Medicine,
31,
3656-3666.
- Goeman, J.J. and Solari, A. (2011)
Multiple Testing for Exploratory Research.
Statistical Science,
26,
584-597.
(.pdf).
With discussion (Heller, R., Meinshausen, N. and Westfall, P.) and rejoinder (.pdf). Correction note (.pdf).
- Goeman, J.J. and Solari, A. (2010)
The Sequential Rejection Principle of Familywise Error Control.
Annals of Statistics,
38,
3782-3810.
(.pdf).
- Goeman, J.J., Stijnen, T. and Solari, A. (2010)
Three-Sided Hypothesis Testing: Simultaneous Testing of Superiority, Equivalence and Inferiority.
Statistics in Medicine,
29,
2117-2125.
- Klingenberg, B., Solari, A., Salmaso, L. and Pesarin F. (2009)
Testing Marginal Homogeneity Against Stochastic Order in Multivariate Ordinal Data.
Biometrics,
65,
452-462.
- Adorno et al. (2009)
A Mutant-p53/smad Complex opposes p63 to empower TGFbeta-induced metastasis.
Cell,
137,
87-98.