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Matthieu Vignes

Senior Lecturer in Statistical Genetics
Institute of Fundamental Sciences
Massey University
New Zealand

Biography

Dr. Matthieu Vignes is currently working as a Senior Lecturer in Statistical Genetics in the Department of  Fundamental Sciences, Massey univesity , Newzealand. His research interests includes understanding of the structure(s) which govern(s) the behaviour of complex systems. He is serving as an editorial member and reviewer of several international reputed journals. Dr. Matthieu Vignes is the member of many international affiliations. Hehas successfully completed his Administrative responsibilities. He has authored of many research articles/books related to understanding of the structure(s) which govern(s) the behaviour of complex systems.

Research Interest

Probabilistic graphical models (Bayesian networks, GGM..., High-dimensional (biological) data, Gene network inference, Causality, Data integration, Computational statistics

Publications

  • Vignes, MCL. (2016). Book Review: Inference principles for biostatisticians by Ian C. Marschner. Australian and New Zealand Journal of Statistics. 57(4), 571-572

  • Champion, M., Picheny, V., & Vignes, M. (2017). Inferring large graphs using â„“1-penalized likelihood. Statistics and Computing. , 1-17

  • Vignes, MCL. (2017). Book Review: Modern optimization with R (by P. Cortez). Australian & New Zealand Journal of Statistics. 59(2), 235-236

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