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authFullName_s : Benoit Liquet

Statistical Methods For Analysing High-Dimensional Data and Massive Data

Benoit Liquet , P. Micheaux , G Delafaye
International Conference on Mathematics : Education, Theory, and Application (ICMETA), 2016, Sebelas Maret University (UNS), Solo, Indonesia
Conference papers hal-01902163v1

Group and Sparse Group Partial Least Square Approaches Applied in Genomics Context.

Benoit Liquet , P. Lafaye De Micheaux , B. Hejblum , R. Thiebaut
Les cinquièmes Rencontres R, 2016, Toulouse, France
Conference papers hal-02155708v1

Variable selection regression of multivariate responses for group data

Benoit Liquet
ISBA 2016 World Meeting International Society for Bayesian Analysis,, 2016, Sendai, Japan
Conference papers hal-02155668v1
Image document

Mesures in-situ d'impacts de vagues sur une digue composite In-situ measurements of wave impacts on a composite breakwater

Pierre-Antoine Poncet , Stéphane Abadie , Benoît Larroque , Benoit Liquet , Damien Sous
Digues 2019 3ème Colloque sur les digues maritimes et fluviales de protection contre les inondation, Mar 2019, Aix-en-provence, France
Conference papers hal-02082354v1

Age-related changes in murine myometrial transcript profile are mediated by exposure to the female sex hormones

G.C.S. Smith , D.S. Charnock-Jones , H.P. Chong , Y. Cordeaux , Y.S. Ranjan , et al.
Aging Cell, 2016, 15 (1), pp.177-180. ⟨10.1111/acel.12406⟩
Journal articles hal-02136063v1

BIG-SIR: a Sliced Inverse Regression approach for massive data

Benoit Liquet , Jerome Saracco
Statistics and Its Interface, 2016, 9 (4), pp.509-520
Journal articles hal-01417425v1

Assessment of Flooding Hazards at An Engineered Beach during Extreme Events: Biarritz, SW France

Denis Morichon , Iñaki de Santiago , Matthias Delpey , Tom Somdecoste , Aurélien Callens , et al.
Journal of Coastal Research, 2018, 85, pp.801 - 805. ⟨10.2112/SI85-161.1⟩
Journal articles hal-01891067v1

Design and rationale of the COVID-19 Critical Care Consortium international, multicentre, observational study

Gianluigi Li Bassi , Jacky Suen , Adrian Gerard Barnett , Amanda Corley , Jonathan Millar , et al.
BMJ Open, 2020, 10 (12), pp.e041417. ⟨10.1136/bmjopen-2020-041417⟩
Journal articles hal-03948131v1
Image document

Mapping of Coral Reefs with Multispectral Satellites: A Review of Recent Papers

Teo Nguyen , Benoit Liquet , Kerrie Mengersen , Damien Sous
Remote Sensing, 2021, 13 (21), pp.4470. ⟨10.3390/rs13214470⟩
Journal articles hal-03602282v1

Robust Estimation Procedure for Autoregressive Models with Heterogeneity

A. Callens , Y.-G. Wang , L. Fu , Benoit Liquet
Environmental Modeling & Assessment, 2021, 26 (3), pp.313-323. ⟨10.1007/s10666-020-09730-w⟩
Journal articles hal-03602277v1

Type-II generalized family-wise error rate formulas with application to sample size determination

P. Lafaye de Micheaux , Riou J. , Benoit Liquet
9th International Conference of the ERCIM (European Research Consortium for Informatics and Mathematics), 2016, Seville, Spain
Conference papers hal-02138426v1

Penalized Partial Least Square applied to structured data

Camilo Broc , Borja Calvo , Benoit Liquet
Arabian Journal of Mathematics, 2019, ⟨10.1007/s40065-019-0248-6⟩
Journal articles hal-02369217v1

A Unified Regularized Group PLS Algorithm Scalable to Big Data

Benoit Liquet , Sutton M.
journée STAtistique de Rennes (jSTAR), 13rd edition on Big Data, Rennes, France., 2016, Rennes, France
Conference papers hal-01902162v1
Image document

Leveraging pleiotropic association using sparse group variable selection in genomics data

Matthew Sutton , Pierre-Emmanuel Sugier , Therese Truong , Benoit Liquet
BMC Medical Research Methodology, 2022, 22 (1), pp.9. ⟨10.1186/s12874-021-01491-8⟩
Journal articles inserm-03559700v1

An appraisal of respiratory system compliance in mechanically ventilated covid-19 patients

Gianluigi Li Bassi , Jacky Suen , Heidi Dalton , Nicole White , Sally Shrapnel , et al.
Critical Care, 2021, 25 (1), pp.199. ⟨10.1186/s13054-021-03518-4⟩
Journal articles hal-03602273v1

Automatic Creation of Storm Impact Database Based on Video Monitoring and Convolutional Neural Networks

Aurelien Callens , Denis Morichon , Pedro Liria , Irati Epelde , Benoit Liquet
Remote Sensing, 2021, 13 (10), pp.1933. ⟨10.3390/rs13101933⟩
Journal articles hal-03602283v1
Image document

In-situ measurements of energetic depth-limited wave loading

Pierre-Antoine Poncet , Benoit Liquet , Benoît Larroque , Frank d'Amico , Damien Sous , et al.
Applied Ocean Research, 2022, 125, pp.103216. ⟨10.1016/j.apor.2022.103216⟩
Journal articles hal-03689145v1

Bayesian variable selection regression of multivariate responses for group data

Benoit Liquet , K. Mengersen , A.N. Pettitt , M. Sutton
Bayesian Analysis, 2017, 12 (4), pp.1039-1067. ⟨10.1214/17-BA1081⟩
Journal articles hal-01759888v1

Integrating multiple observational and ecophysiological data types into a single analytical framework - the case for the Climate Sentinels Research Program in the Region of New Aquitaine (South West, France).

Frank d'Amico , Florèn Hugon , Benoit Liquet , Fanny Mallard
International Mountain Conference, Sep 2019, Innsbruck, Austria
Conference papers hal-03101346v1

Investigating Gene- and Pathway-environment Interaction analysis approaches

C. Broc , M. Evangelou , P. Guenel , T. Truong , Benoit Liquet
Journal de la Société Française de Statistique, 2018, 159 (2), pp.56--83
Journal articles hal-02136012v1

A universal approximate cross-validation criterion for regular risk functions

D. Commenges , C. Proust-Lima , C. Samieri , Benoit Liquet
The international journal of biostatistics, 2015, 11 (1), pp.51-67. ⟨10.1515/ijb-2015-0004⟩
Journal articles hal-02136065v1
Image document

SMOTE-CD: SMOTE for compositional data

Teo Nguyen , Kerrie Mengersen , Damien Sous , Benoit Liquet
PLoS ONE, 2023, 18 (6), pp.e0287705. ⟨10.1371/journal.pone.0287705⟩
Journal articles hal-04193104v1

Multi-Site and Multi-Year Remote Records of Operative Temperatures with Biomimetic Loggers Reveal Spatio-Temporal Variability in Mountain Lizard Activity and Persistence Proxy Estimates

Florèn Hugon , Benoit Liquet , Frank d'Amico
Remote Sensing, 2020, 12 (18), pp.2908. ⟨10.3390/rs12182908⟩
Journal articles hal-03091833v1
Image document

Penalized partial least squares for pleiotropy

Camilo Broc , Therese Truong , Benoit Liquet
BMC Bioinformatics, 2021, 22 (1), pp.86. ⟨10.1186/s12859-021-03968-1⟩
Journal articles inserm-03219623v1
Image document

Detecting the effects of inter-annual and seasonal changes in environmental factors on the striped red mullet population in the Bay of Biscay

Claire Kermorvant , Nathalie Caill-Milly , Damien Sous , Iosu Paradinas , Muriel Lissardy , et al.
Journal of Sea Research (JSR), 2021, 169, pp.102008. ⟨10.1016/j.seares.2021.102008⟩
Journal articles hal-03602279v1

Author Correction: Community evaluation of glycoproteomics informatics solutions reveals high-performance search strategies for serum glycopeptide analysis

Rebeca Kawahara , Anastasia Chernykh , Kathirvel Alagesan , Marshall Bern , Weiqian Cao , et al.
Nature Methods, 2022, 19 (1), pp.130-130. ⟨10.1038/s41592-021-01368-0⟩
Journal articles hal-03602276v1

Central subspaces review: methods and applications

Sabrina A. Rodrigues , Richard Huggins , Benoit Liquet
Statistics Surveys, 2022, 16 (none), ⟨10.1214/22-SS138⟩
Journal articles hal-03948132v1

Bayesian networks to predict storm impact using data from both monitoring networks and statistical learning methods

Aurélien Callens , Denis Morichon , Benoit Liquet
Natural Hazards, 2023, ⟨10.1007/s11069-022-05625-z⟩
Journal articles hal-03948133v1

Pre-diagnostic blood immune markers, incidence and progression of B-cell lymphoma and multiple myeloma: Univariate and functionally informed multivariate analyses

R. Vermeulen , F. Saberi Hosnijeh , B. Bodinier , L. Portengen , Benoit Liquet , et al.
International Journal of Cancer, 2018, 143 (6), pp.1335-1347. ⟨10.1002/ijc.31536⟩
Journal articles hal-02134607v1

A Unified Regularized Group PLS Algorithm Scalable to Big Data

P. Lafaye de Micheaux , Sutton M. , Benoit Liquet
journée STAtistique de Rennes (jSTAR), 13rd edition on Big Data, Rennes, France., 2016, Rennes, France
Conference papers hal-02138427v1