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stephaneguerrier/README.md

Stéphane Guerrier

Associate Professor of Statistics & Data Science at the University of Geneva.

I develop statistical methodology and open-source software for complex data problems in medical and pharmaceutical sciences, robotics, geodesy, and finance. My research is currently supported by four concurrent grants from the Swiss National Science Foundation (2024–2028).

Research interests: biostatistics · equivalence testing · simulation-based inference · time series & signal processing · reliability & fairness in AI

Open-source software (R): cTOST — equivalence testing · simts — time series simulation · wv — wavelet variance · gmwm / gmwmx / gmwmx2 — generalized method of wavelet moments · navigation — inertial navigation · avar — Allan variance

stephaneguerrier.com · Google Scholar · Stephane.Guerrier@unige.ch

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  1. SMAC-Group/gmwm SMAC-Group/gmwm Public

    Generalized Method of Wavelet Moments (GMWM) is an estimation technique for the parameters of time series models. It uses the wavelet variance in a moment matching approach that makes it particular…

    R 32 15

  2. SMAC-Group/imudata SMAC-Group/imudata Public

    🔋 This package is meant to serve as a data collection tool for IMU data. This data can be used as a means to assess and test methods designed to analyse IMU error signals (i.e. long and complex aut…

    R 10 10

  3. SMAC-Group/ds SMAC-Group/ds Public

    📓 This book is currently under development and has been designed as a support for students who are following (or are interested in) courses that provide the basic knowledge to master "statistical p…

    HTML 7 4

  4. SMAC-Group/introDS SMAC-Group/introDS Public

    The objective of this R package is to provide a support for the course entitled "Introduction to Data Science" given at University of Geneva. This course is intended to provide an introduction to s…

    HTML 2