S 1 - Additional file for the paper entitled ‘ Statistical inference of the time - varying structure of gene - regulation networks

Abstract

3 Details of the ARTIVA algorithm 4 3.1 Birth of a changepoint . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 4 3.2 Death of a changepoint . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 5 3.3 Shift of a changepoint position . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 6 3.4 Phase Update (Updating the network topology within phases) . . . . . . . . . . . . . . . . . . 6 3.5 Updating hyperparameters . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 7

2 Figures and Tables

Cite this paper

@inproceedings{Lbre2010S1, title={S 1 - Additional file for the paper entitled ‘ Statistical inference of the time - varying structure of gene - regulation networks}, author={Sophie L{\`e}bre and Jennifer Becq and Fr{\'e}d{\'e}ric Devaux and Michael P. H. Stumpf and Ga{\"{e}lle Lelandais}, year={2010} }