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Workshop on Astrostatistics
from Monday 7 October 2024 (08:30) to Wednesday 9 October 2024 (22:40)
  • Monday 7 October 2024
    09:30 Welcome and organization
    10:00 Why astrostatistics? (Intro_Astrostat.pdf)
    10:50 Coffee break
    11:10 Introduction to R (Intro_R.pdf, Tutorial_1_IntroR.R, Tutorial_1_IntroR.ipynb)
    14:30 Nonparametric statistics (Nonpar_stat.pdf)
    15:20 Coffee break
    15:40 Nonparametric density estimation (Nonpar_smooth.pdf, Tutorial_2_Local_regression.R, Tutorial_2_Local_regression.ipynb)
  • Tuesday 8 October 2024
    09:30 Statistical inference and regression (Inference_regression.pdf, Tutorial_3_Regression.R, Tutorial_3_Regression.ipynb)
    10:20 Coffee break
    10:40 Statistical inference and regression (Inference_regression.pdf, Tutorial_3_Regression.R, Tutorial_3_Regression.ipynb)
    14:30 Bayesian inference (Bayesian_infererence.pdf)
    15:20 Coffee break
    15:40 Clustering & classification (Clust_class.pdf)
  • Wednesday 9 October 2024
    09:30 Clustering & classification (Tutorial_4_Clust_class.R, Tutorial_4_Clust_class.ipynb)
    10:20 Coffee break
    10:40 Time series analysis (Time_series.pdf, Tutorial_5_Time_series.R, Tutorial_5_Time_series.ipynb)
    14:30 Research: AutoRegressive Planet Search (AR_planet_search.pdf)
    15:20 Coffee break
    15:40 Best statistical practices for astronomy (Best_stat_practices.pdf)
    16:30 Discussion: Statistical methodology in astronomical research
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