smpgd2018 : Statistical Methods for Post Genomic Data
11-12 Jan 2018 Montpellier (France)
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Planning
Week
Thu. 11
Fri. 12
List
‹
Friday, January 12, 2018
09:00
10:00
11:00
12:00
13:00
14:00
15:00
16:00
17:00
›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)
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