Program

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

Survival Analysis

Cox proportional hazards model for survival data

Practical

Practical1  & Extra Instructions for July 20

Practical2

Practical3

Practical4 & Extra Instructions for July 23

Practical5 & Extra Instructions for July 24

Practical6