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omidemam / BaRaN

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Ba(yesian) Ra(infall extremes) N(etwork design). This repository presents Bayesian, Maximum Likelihood, and L-moments inference methods' effect on IDF curve computation — and how those choices impact urban drainage design.

pipe bayesian-inference moments mcmc idf uncertainty-propagation cmip6 hamiltonian-monte-carlo precipitation nuts mle drainage intensity-duration-frequency extreme-value-analysis cmip6-data-download precipitation-analysis extreme-value-distribution aorc uncertianty-quantification
  • Updated Jun 26, 2026
  • Jupyter Notebook

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