School in Astrostatistics 2013
Methods and Applications of Regression in Astrophysics
21-25 Oct 2013 Annecy (France)
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Program
Week
Mon. 21
Tue. 22
Wed. 23
Thu. 24
Fri. 25
List
Mon. 21
Tue. 22
Wed. 23
Thu. 24
Fri. 25
08:00
09:00
10:00
11:00
12:00
13:00
14:00
15:00
16:00
17:00
18:00
19:00
20:00
21:00
22:00
23:00
Lunch
13:00 - 14:00 (1h)
Lunch
Simple linear regression (M. Clausel, G. Grégoire)
14:00 - 16:00 (2h)
Simple linear regression (M. Clausel, G. Grégoire)
Coffee
16:00 - 16:30 (30min)
Coffee
TP Simple linear regression. Introduction to R.
16:30 - 18:00 (1h30)
TP Simple linear regression. Introduction to R.
G. Grégoire, M. Clausel
Multiple linear regression (M. Clausel, G. Grégoire)
8:30 - 10:30 (2h)
Multiple linear regression (M. Clausel, G. Grégoire)
Coffee
10:30 - 11:00 (30min)
Coffee
TP Multiple linear regression
11:00 - 13:00 (2h)
TP Multiple linear regression
Lunch
13:00 - 14:00 (1h)
Lunch
Regularisation (J. Jacques)
14:00 - 15:00 (1h)
Regularisation (J. Jacques)
Non parametric regression: kernel methods and projection (S. Girard)
15:00 - 16:00 (1h)
Non parametric regression: kernel methods and projection (S. Girard)
Coffee
16:00 - 16:30 (30min)
Coffee
TP regularisation and non-linear regression
16:30 - 18:30 (2h)
TP regularisation and non-linear regression
Logistic regression + TP (G. Grégoire)
9:00 - 10:30 (1h30)
Logistic regression + TP (G. Grégoire)
Coffee
10:30 - 11:00 (30min)
Coffee
Regression in cosmology (B. Wandelt)
11:00 - 12:30 (1h30)
Regression in cosmology (B. Wandelt)
Lunch
12:30 - 14:00 (1h30)
Lunch
Linear regression and validation for ponctual processes (R. Stoica)
14:00 - 16:00 (2h)
Linear regression and validation for ponctual processes (R. Stoica)
Coffee
16:00 - 16:30 (30min)
Coffee
Evening in Annecy
17:30 - 23:00 (5h30)
Evening in Annecy
Dimension reduction (S. Girard, J. Saracco)
9:00 - 11:00 (2h)
Dimension reduction (S. Girard, J. Saracco)
Coffee
11:00 - 11:30 (30min)
Coffee
Regression in solar physics (Thierry Dudok de Wit)
11:30 - 12:30 (1h)
Regression in solar physics (Thierry Dudok de Wit)
Lunch
12:30 - 14:00 (1h30)
Lunch
Bayesian regression in astrophysics (S. Andreon)
14:00 - 16:00 (2h)
Bayesian regression in astrophysics (S. Andreon)
Coffee
16:00 - 16:30 (30min)
Coffee
Applications of regression in astrophysics (D. Valls-Gabaud)
16:30 - 17:30 (1h)
Applications of regression in astrophysics (D. Valls-Gabaud)
Practice
17:30 - 18:30 (1h)
Practice
Censored variables, Cox regression (G. Grégoire)
9:00 - 10:30 (1h30)
Censored variables, Cox regression (G. Grégoire)
Coffee
10:30 - 11:00 (30min)
Coffee
Appraisal and concluding remarks
11:00 - 12:00 (1h)
Appraisal and concluding remarks
Didier Fraix-Burnet
Lunch
12:00 - 13:30 (1h30)
Lunch
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