Publications

Selected papers

Muggeo, V.,M.,R., Sottile, G., Cilluffo, G.. Joint modelling of non-crossing additive quantile regression via constrained B-spline varying coefficients. Statistical Modelling, 2023.

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Augugliaro, L., Sottile, G., Wit, E.C., Vinciotti, V.. cglasso An R Package for Conditional Graphical Lasso Inference with Censored and Missing Values. Journal of Statistical Software, 2023.

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Tumminello, M., Bertolazzi, G., Sottile, G., Sciaraffa, N., Arancio, W., Coronnello, C.. A multivariate statistical test for differential expression analysis. Scientific Reports, 2022.

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Picone, F., Sottile, G., Fazio, C., Chemello, R.. The neglected status of the vermetid reefs in the Mediterranean Sea. A systematic map. Ecological Indicators, 2022.

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Sottile, G., Frumento, P.. Robust estimation and regression with parametric quantile functions. Computational Statistics & Data Analysis, 2022.

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Sottile, G., Francipane, A., Adelfio, G., Noto, L.V.. A PCA-based clustering algorithm for the identification of stratiform and convective precipitation at the event scale. An application to the sub-hourly precipitation of Sicily, Italy. Stochastic Environmental Research and Risk Assessment, 2022.

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Sottile, G., Frumento, P.. Parametric estimation of non-crossing quantile functions. Statistical Modelling, 2021.

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Boscaino, G., Sottile, G., Adelfio, G.. Migration and students' performance, detecting geographical differences following a curves clustering approach. Journal of Applied Statistics, 2020.

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Mastrangelo, S., Tolone, M., Ben Jemaa, S., Sottile, G., Di Gerlando, R., Cortés, O., Senczuk, G., Portolano, B., Pilla, F., Ciani, E.. Refining the genetic structure and relationships of European cattle breeds through meta-analysis of worldwide genomic SNP data, focusing on Italian cattle. Scientific Reports, 2020.

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Augugliaro, L., Sottile, G., Vinciotti, V.. The conditional censored graphical lasso estimator. Statistics and Computing, 2020.

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Cilluffo, G., Sottile, G., La Grutta, S., Muggeo, V.,M.,R.. The Induced Smoothed lasso. A practical framework for hypothesis testing in high dimensional regression. Statistical Methods in Medical Research, 2019.

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Sottile, G., Frumento, P., Chiodi, M., Bottai, M.. A penalized approach to covariate selection through quantile regression coefficient models. Statistical Modelling, 2019.

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Sottile, G., Adelfio, G.. Clusters of effects curves in quantile regression models. Computational Statistics, 2018.

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