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Commits on Jul 15, 2024

• added demo-law-of-iterated-logarithm.ipynb

  

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Commits on Jul 9, 2024

• updated stats/delta-method-demo.ipynb

  

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Commits on Jul 8, 2024

• updated analyze-fisher-exact-test.ipynb

  

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• added proof to delta method in stats/delta-method-demo.ipynb

  

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Commits on Jul 4, 2024

• added notebooks related to analysis of fisher's exact test

  

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Commits on Jun 4, 2024

• Update delta-method-demo.ipynb

  

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Commits on May 31, 2024

• updated stats/universality-of-the-uniform-distribution.ipynb

  

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Commits on May 13, 2024

• added stats/delta-method-demo.ipynb

  

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Commits on May 8, 2024

• added stats/Compare-upper-bounds-from-chebyshev-inequality-and-gaussian.ipynb

  

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Commits on May 1, 2024

• proved theorem for sampling based on r.v.s from uniform distribution

  

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• updated Logit-and-Logistic-functions.ipynb with logistic PDF

  

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Commits on May 14, 2023

• Revert "added some bandit notebooks"

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• added some bandit notebooks

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Commits on Dec 13, 2022

• revamped stats/fisher-information-demo.ipynb

  

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• revamped stats/Fisher-information-derivation.ipynb

  

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Commits on May 5, 2022

• added stats/fisher-information-demo.ipynb

  

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Commits on Apr 26, 2022

• updated stats/show-covariance-and-correlation-matrices-are-singular-for-X-with-dependent-columns.ipynb

  

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Commits on Apr 25, 2022

• added stats/show-covariance-and-correlation-matrices-are-singular-for-X-with-dependent-columns.ipynb

  

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Commits on Apr 13, 2022

• added stats/Fisher-information-derivation.ipynb

  

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• committed stats/mandrill-large.tiff

  

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Commits on Apr 10, 2022

• added image-compression-with-SVD-demo.ipynb

  

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• updated PCA-implementation-and-demo.ipynb

  

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Commits on Apr 5, 2022

• added attribution of lost variance due to PCA to stats/PCA-implementation-and-demo.ipynb

  

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Commits on Apr 1, 2022

• updated stats/PCA-implementation-and-demo.ipynb with verifying the working of TruncatedSVD

  

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Commits on Mar 31, 2022

• added stats/PCA-implementation-and-demo.ipynb

  

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Commits on Mar 13, 2022

• added stats/QQ-plot-demo.ipynb

  

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Commits on Feb 7, 2022

• added stats/demo-change-of-variables-in-probability-density.ipynb

  

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Commits on Jan 3, 2021

• added stats/logistic-related-functions/Logit-and-Logistic-functions.ipynb

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• updated relationship-between-coefficient-of-determination-and-pearson-correlation-coefficient.ipynb

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Commits on Dec 25, 2020

• updated Metropolis hasting sampling notebook

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• updated rejection sampling notebook

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• added stats/sampling/sampling-using-inverse-CDF.ipynb

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• reorganized sampling-related notebooks in stats/sampling

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Commits on Jul 26, 2020

• added stats/curse-of-dimensionality.ipynb

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Commits on Mar 15, 2020

• added stats/relationship-between-coefficient-of-determination-and-pearson-correlation-coefficient.ipynb

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