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Last active December 12, 2023 17:03
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Regression book tour with proofs and code
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regression_guided_tour.md

The main proofs are to be read from the following order -- Proofs are given here https://www.statlect.com/fundamentals-of-statistics/ It should be accompanied by the econometrics lecture given here and here

These can be accompanied by the following books

  • Foundations of Statistics for Data Scientists R and Python by Agresti and Kateri
  • Introductory Econometrics: A Modern Approach by Woodridge

For algorithmic treatment that talks about efficient mechanisms to optimize consult

  • Elements of statistical learning by Hestie book and python notebooks
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