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Ahmed Dawoud

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Ahmed Dawoud 2023
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Ahmed Dawoud

Monthly Archives: July 2025

Causal Inference, Data Analysis

Unlocking the Power of Panel Data: A Beginner’s Guide with Python’s linearmodels

If you’re delving into data analysis, you’ve likely encountered cross-sectional data (data at one point in time) or time-series data (data over time for one entity). But what if you have data on multiple entities observed over multiple time periods? Welcome to the world of panel data! Panel data is incredibly powerful because it allows…

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18 July, 2025 ahmed.ismail2013

Recent Posts

  • 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
  • Demystifying BERT: An Intuitive Dive into Transformer-based Language Models

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