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.

语言：R · GitHub 星标：163 · Fork：47

话题：bootstrap · canonical-correlation · clustering · data-imputation · dimensionality-reduction · factor-analysis-methods · importance-sampling · inverse-transform-method

在 GitHub 上查看原仓库