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Dawoud

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Ahmed Dawoud 2023
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Dawoud

Monthly Archives: October 2025

AI, Causal Inference, Data Analysis

Cracking the Code: A Guide to Bambi’s Hierarchical Formula Syntax

I am learning Bayesian inference, currently working my way through the fantastic “Statistical Rethinking” book and implementing the code examples in PyMC. For someone who has spent years using the frequentist approach, thinking in probabilities is a real but rewarding challenge. To ease this transition, I decided to start with Bambi, a library that makes…

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1 October, 2025 ahmed.ismail2013

Recent Posts

  • Cracking the Code: A Guide to Bambi’s Hierarchical Formula Syntax
  • Unlocking the Power of Panel Data: A Beginner’s Guide with Python’s linearmodels
  • Double Machine Learning: Advancing Causal Inference with Machine Learning Techniques
  • Doubly Robust Methods in Causal Inference: A Powerful Approach to Estimating Treatment Effects
  • Understanding S, T, and X Learners: Meta-Learners for Causal Inference

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