Workshop on Astrostatistics
from
Monday, October 7, 2024 (8:30 AM)
to
Wednesday, October 9, 2024 (10:40 PM)
Monday, October 7, 2024
9:30 AM
Welcome and organization
Welcome and organization
9:30 AM - 10:00 AM
Room: Aula Ovest
10:00 AM
Why astrostatistics? (Intro_Astrostat.pdf)
Why astrostatistics? (Intro_Astrostat.pdf)
10:00 AM - 10:50 AM
Room: Aula Ovest
10:50 AM
Coffee break
Coffee break
10:50 AM - 11:10 AM
Room: Aula Ovest
11:10 AM
Introduction to R (Intro_R.pdf, Tutorial_1_IntroR.R, Tutorial_1_IntroR.ipynb)
Introduction to R (Intro_R.pdf, Tutorial_1_IntroR.R, Tutorial_1_IntroR.ipynb)
11:10 AM - 12:00 PM
Room: Aula Ovest
2:30 PM
Nonparametric statistics (Nonpar_stat.pdf)
Nonparametric statistics (Nonpar_stat.pdf)
2:30 PM - 3:20 PM
Room: Aula Ovest
3:20 PM
Coffee break
Coffee break
3:20 PM - 3:40 PM
Room: Aula Ovest
3:40 PM
Nonparametric density estimation (Nonpar_smooth.pdf, Tutorial_2_Local_regression.R, Tutorial_2_Local_regression.ipynb)
Nonparametric density estimation (Nonpar_smooth.pdf, Tutorial_2_Local_regression.R, Tutorial_2_Local_regression.ipynb)
3:40 PM - 5:00 PM
Room: Aula Ovest
Tuesday, October 8, 2024
9:30 AM
Statistical inference and regression (Inference_regression.pdf, Tutorial_3_Regression.R, Tutorial_3_Regression.ipynb)
Statistical inference and regression (Inference_regression.pdf, Tutorial_3_Regression.R, Tutorial_3_Regression.ipynb)
9:30 AM - 10:20 AM
Room: Aula Ovest
10:20 AM
Coffee break
Coffee break
10:20 AM - 10:40 AM
Room: Aula Ovest
10:40 AM
Statistical inference and regression (Inference_regression.pdf, Tutorial_3_Regression.R, Tutorial_3_Regression.ipynb)
Statistical inference and regression (Inference_regression.pdf, Tutorial_3_Regression.R, Tutorial_3_Regression.ipynb)
10:40 AM - 12:00 PM
Room: Aula Ovest
2:30 PM
Bayesian inference (Bayesian_infererence.pdf)
Bayesian inference (Bayesian_infererence.pdf)
2:30 PM - 3:20 PM
Room: Aula Ovest
3:20 PM
Coffee break
Coffee break
3:20 PM - 3:40 PM
Room: Aula Ovest
3:40 PM
Clustering & classification (Clust_class.pdf)
Clustering & classification (Clust_class.pdf)
3:40 PM - 5:00 PM
Room: Aula Ovest
Wednesday, October 9, 2024
9:30 AM
Clustering & classification (Tutorial_4_Clust_class.R, Tutorial_4_Clust_class.ipynb)
Clustering & classification (Tutorial_4_Clust_class.R, Tutorial_4_Clust_class.ipynb)
9:30 AM - 10:20 AM
Room: Aula Ovest
10:20 AM
Coffee break
Coffee break
10:20 AM - 10:40 AM
Room: Aula Ovest
10:40 AM
Time series analysis (Time_series.pdf, Tutorial_5_Time_series.R, Tutorial_5_Time_series.ipynb)
Time series analysis (Time_series.pdf, Tutorial_5_Time_series.R, Tutorial_5_Time_series.ipynb)
10:40 AM - 12:00 PM
Room: Aula Ovest
2:30 PM
Research: AutoRegressive Planet Search (AR_planet_search.pdf)
Research: AutoRegressive Planet Search (AR_planet_search.pdf)
2:30 PM - 3:20 PM
Room: Aula Ovest
3:20 PM
Coffee break
Coffee break
3:20 PM - 3:40 PM
Room: Aula Ovest
3:40 PM
Best statistical practices for astronomy (Best_stat_practices.pdf)
Best statistical practices for astronomy (Best_stat_practices.pdf)
3:40 PM - 4:30 PM
Room: Aula Ovest
4:30 PM
Discussion: Statistical methodology in astronomical research
Discussion: Statistical methodology in astronomical research
4:30 PM - 5:00 PM
Room: Aula Ovest