Statistical Methods for Post Genomic Data

›9:00 (1h)

Keynote 3: Elizabeth Purdom

› Amphi

9:00 - 10:00 (1h)

Keynote 3: Elizabeth Purdom

Amphi

› Estimation of lineage trajectories from single cell mRNA data - Elizabeth Purdom, UC Berkeley 09:00-10:00 (1h)

›10:00 (30min)

Single-cell

10:00 - 10:30 (30min)

Single-cell

› Gene network inference using single-cell data: from mechanistic modelling to statistics - Ulysse Herbach, Laboratoire de Biologie et Modélisation de la Cellule, Inria team DRACULA, Institut Camille Jordan 10:00-10:30 (30min)

›10:30 (20min)

Coffee break

10:30 - 10:50 (20min)

Coffee break

›10:50 (1h20)

Single-Cell / Contributed

› Amphi

10:50 - 12:10 (1h20)

Single-Cell / Contributed

Amphi

› Splicing analysis in single-cell RNA-seq - Guido Sanguinetti, University of Edinburgh 10:50-11:20 (30min)

› Information theoretic approaches to single cell gene regulatory network inference - Thalia Chan, Imperial College 11:20-11:50 (30min)

› Variational Inference for Probabilistic Poisson PCA - Stéphane Robin, MIA-Paris 11:50-12:10 (20min)

›12:10 (1h40)

Lunch

12:10 - 13:50 (1h40)

Lunch

›13:50 (1h)

Keynote 4: Peter Mueller

› Amphi

13:50 - 14:50 (1h)

Keynote 4: Peter Mueller

Amphi

› The future of Bayesian clinical trial design - Peter Mueller, UT Austin Dpt of Statistics and Data Sc 13:50-14:50 (1h)

›14:50 (1h)

Non parametric Bayes and health
Alice Cleynen

14:50 - 15:50 (1h)

Non parametric Bayes and health

Alice Cleynen

› A Bayesian Nonparametric Approach to Ecological Risk Assessment - Julyan Arbel 14:50-15:20 (30min)

› Modeling population structure under hierarchical Dirichlet processes - Lloyd Elliott, Oxford University 15:20-15:50 (30min)

›15:50 (20min)

Coffee break

15:50 - 16:10 (20min)

Coffee break

›16:10 (1h)

Contributed
Alice Cleynen

› Amphi

16:10 - 17:10 (1h)

Contributed

Amphi

Alice Cleynen

› Computing competing risks based on family history in genetic disease with variable age at onset - Alexandra Lefebvre, Laboratoire de Probabilité et Modèles Aléatoires 16:10-16:30 (20min)

› Variable selection in multivariate linear models with high-dimensional covariance matrix estimation - Marie Perrot-Dockès, UMR MIA-Paris 16:30-16:50 (20min)

› Multiway high-dimensional lasso-penalized analysis with imputation of missing data applied to postgenomic data in an Ebola vaccine trial - Hadrien Lorenzo 16:50-17:10 (20min)