PrototypeCommon
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…
- Owner
- TatevKaren (personal account)
- Stars
- Stars: 163
- Forks
- Forks: 47
- Language
- R
- License
- None
- Created
- 2021
- Topics
- linear-regressionrbootstrapprobability-distributionmonte-carlo-simulationimportance-samplingrejection-samplinginverse-transform-methodregression-analysisdimensionality-reduction
- Tier
- Prototype (100 to 249 ★) What this tier means
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