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TatevKaren / mathematics-statistics-for-data-science

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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
  • Updated Apr 16, 2024
  • R

rolffcoelho-bravo / shockbridge-research-lab

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Public evidence portfolio for macro-financial research engineering: Python pipelines, real-data ingestion, volatility-regime analysis, ML validation, backtesting logic, and research reporting.

python machine-learning time-series stress-testing econometrics derivatives quantitative-finance volatility financial-markets open-research risk-management financial-econometrics research-software systemic-risk canonical-correlation macro-finance market-regimes portfolio-research mtv-garch shock-transmission
  • Updated Jun 20, 2026
  • Python

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