SUMMER SCHOOL IN HANOI – VIETNAM
SCHEDULE
Monday 20 July to Tuesday 28 July
C1: Sensitivity analysis and model reduction for computer experiments
C2: Lifetime data analysis
FIRST WEEK
|
Days |
Monday |
Tuesday |
Wednesday |
Thursday |
Friday |
|
8h-10h |
C1B |
C2 JF |
C1 T |
C2 A |
C2 A |
|
Break |
|
|
|
|
|
|
10h30-12h30 |
C2 JF |
C1B |
C2 JF |
C1 T |
C1 B |
|
Lunch |
|
|
|
|
|
|
14h-17h |
TP B+JF Sur C1 |
TP B+JF Sur C2 |
TP JF+A Sur C2 |
TP B+T Sur C1 |
TP B+JF Sur C1 |
SECOND WEEK
|
Days |
Monday |
Tuesday |
|
8h-10h |
C1 T |
TP A+T Sur C1 |
|
Break |
|
|
|
10h30-12h30 |
C2 A |
|
|
Lunch |
|
|
|
14h-17h |
TP T+A Sur C2 |
TP A+T Sur C2 |
Monday 20 – 7
C1 B : An overview on uncertainty management and sensitivity analysis problems
C2 JF : Introduction to survival analysis: examples, data, probabilistic tools
TP1 B+JF : Initiation to statistical analysis within the R environment Bertrand prépare ce TP
Tuesday 21 – 7
C2 JF : Proportional hazards regression: modeling and inference
C1 B : Uncertainty propagation and design of experiments
TP2 JF+B : Proportional hazards regression: inference
Wednesday 22 – 7
C1 T : Sensitivity indices estimation for scalar outputs
C2 JF : Model validation in proportional hazards regression
TP2 JF+A : Proportional hazards regression: inference
Thursday 23 – 7
C2 A : Some reminders and non parametric estimation
C1 T : Central limit theorems and concentration inequalities
TP1 B+T : Uncertainty management: Quantification and propagation
Friday 24 – 7
C2 A : Non parametric estimation (continued)
C1 B : Modelling of computer experiments by kriging
TP1 B+JF : Design of experiments and kriging
Monday 27 – 7
C1 T : Sensitivity analysis using distribution functions
C2 A : Comparison of two groups (logrank tests)
TP2 T+A : Kaplan-Meier estimation
Tuesday 28 – 7
TP1 A +T : Sobol’ indices estimation techniques
TP2 A +T : Logrank tests
References
Cox proportional hazards model for survival data
Practical
Practical1 & Extra Instructions for July 20
Practical4 & Extra Instructions for July 23