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