TatevKaren / mathematics-statistics-for-data-science

Mathematical & Statistical topics to perform statistical analysis and tests; Linear Regression, Probability Theory, Monte Carlo Simulation, Statistical Sampling, Bootstrapping, Dimensionality reduction techniques (PCA, FA, CCA), Imputation techniques, Statistical Tests (Kolmogorov Smirnov), Robust Estimators (FastMCD) and more in Python and R.

Date Created 2021-01-02 (3 years ago)

Commits 287 (last one 8 months ago)

Stargazers 134 (0 this week)

Watchers 5 (0 this week)

Forks 45

License unknown

Ranking

RepositoryStats indexes 595,856 repositories, of these TatevKaren/mathematics-statistics-for-data-science is ranked #240,768 (60th percentile) for total stargazers, and #335,688 for total watchers. Github reports the primary language for this repository as R, for repositories using this language it is ranked #1,099/3,403.

TatevKaren/mathematics-statistics-for-data-science is also tagged with popular topics, for these it's ranked: python3 (#1,747/4145), r (#716/1687), bootstrap (#522/992)

All Topics

r python3 bootstrap clustering pca-analysis data-imputation statistcal-tests linear-regression rejection-sampling importance-sampling regression-analysis canonical-correlation monte-carlo-simulation factor-analysis-methods dimensionality-reduction inverse-transform-method probability-distribution

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23 commits on the default branch (main) since jan '22

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The primary language is R but there's also others...

updated: 2024-12-20 @ 12:20am, id: 326175215 / R_kgDOE3EJ7w