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This repository hosts materials and code for the ASTROCOSMOCON workshop taking place at The Thanu Padmanabhan Center for Cosmology and Science Popularization, SGT University, Gurgaon (October 26-28, 2023). These resources are provided to support workshop attendees in their exploration of statistical techniques in Astrophysics & Cosmology.

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Three Days ASTROCOSMOCON Workshop

Organized by Department of Physics, Thanu Padmanabhan Center for Cosmology and Science Popularization, SGT University CCSP-SGT, Gurgaon

I was among the plenary speakers, along with Prof. Mohammad Sami, Prof. T. R. Seshadri, Prof. Devendra K Ojha, Prof. Chetna Jain, Prof Suprit Singh, and Dr. Rahul Sharma and in this repository, I have included all the files, including the data file and Python notebook, that were covered in four lecture sessions and five hands-on sessions by me.

Day-3. October 28th 2023; 🔗

  • Lecture

    • Introduction to Statistics
    • Maximum Likelihood Estimator (MLE)
    • Minimum Chi-square Test
    • Bayesian Statistics
    • Monte Carlo
    • Markov Chain Monte Carlo
    • Metropolis-Hastings Algorithm
  • Hands-on Session

    • Flat $\Lambda CDM$ Model fitting with Hubble Parameter Measurements using Metropolis-Hastings Algorithm

Contact Email: [email protected]

Copyright

© Darshan Kumar Beniwal, University of Delhi, 2023, Presented at The Thanu Padmanabhan Center for Cosmology and Science Popularization, SGT University, Gurgaon, India.

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This repository hosts materials and code for the ASTROCOSMOCON workshop taking place at The Thanu Padmanabhan Center for Cosmology and Science Popularization, SGT University, Gurgaon (October 26-28, 2023). These resources are provided to support workshop attendees in their exploration of statistical techniques in Astrophysics & Cosmology.

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