statistcal-tests

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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.
linear-regression r bootstrap probability-distribution monte-carlo-simulation importance-sampling rejection-sampling inverse-transform-method regression-analysis dimensionality-reduction statistcal-tests clustering pca-analysis factor-analysis-methods canonical-correlation data-imputation python3
Language:R 108

TatevKaren / mathematics-statistics-for-data-science