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.
bootstrap
r
clustering
linear-regression
python3
pca-analysis
probability-distribution
dimensionality-reduction
monte-carlo-simulation
rejection-sampling
importance-sampling
regression-analysis
data-imputation
inverse-transform-method
factor-analysis-methods
statistcal-tests
canonical-correlation
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Updated
Apr 16, 2024 - R