# TatevKaren/mathematics-statistics-for-data-science

<https://repo.masters-masters.com/en/repos/TatevKaren/mathematics-statistics-for-data-science>

[Home](https://repo.masters-masters.com/en) › [TatevKaren](https://repo.masters-masters.com/en/owners/TatevKaren) › [mathematics-statistics-for-data-science](https://repo.masters-masters.com/en/repos/TatevKaren/mathematics-statistics-for-data-science)

TatevKaren/mathematics-statistics-for-data-science has 163 stars on GitHub. Its RepoMasters card: Prototype tier. Mathematical & Statistical topics to perform…

| Field | Value |
| --- | --- |
| Owner | [TatevKaren](https://repo.masters-masters.com/en/owners/TatevKaren) |
| Stars | 163 |
| Forks | 47 |
| Language | [R](https://repo.masters-masters.com/en/languages/r) |
| License | None |
| Created | 2021 |
| Topics | linear-regression, r, bootstrap, probability-distribution, monte-carlo-simulation, importance-sampling, rejection-sampling, inverse-transform-method, regression-analysis, dimensionality-reduction |
| Tier | [Prototype (100 to 249 ★)](https://repo.masters-masters.com/en/ranks/rush) |
| View on GitHub | [TatevKaren/mathematics-statistics-for-data-science](https://github.com/TatevKaren/mathematics-statistics-for-data-science) |

## Repository

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…

The tier for repos with 100 to 249 ★. Published odds per card pulled: 70%. Rarity: Common.

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Data: GitHub · Illustration drawn by RepoMasters from the repo’s ID and its language color.