methodological-analysis

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niecestroa / acad-dc-property-analysis

This is a portfolio of multiple branches of statistical analysis conducted using public DC property data. Goal was to compare and practice different models across one dataset.

python r reproducible-research exploratory-data-analysis sas data-visualization statistical-inference model-selection academic-project predictive-modeling data-cleaning regression-analysis housing-market urban-data property-analysis analysis-workflow methodological-analysis

Updated Sep 9, 2026
Python

flaviaschoppan / pca-variance-filtering

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Methodological evaluation of how variance-based feature filtering reshapes PCA structure in high-dimensional gene expression data

python rna-seq pca dimensionality-reduction data-preprocessing exploratory-analysis methodological-analysis

Updated Feb 12, 2026
Python

niecestroa / death-process-vs-survival

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A comparative study applying a stochastic Pure Death Process, Cox Proportional Hazards model, and logistic regression to breast cancer survival data from 272 Netherlands patients. Includes simulations, survival analysis, model diagnostics, and evaluation of hazard rate prediction across methods.

r data-visualization statistical-inference survival-analysis academic-project kaplan-meier health-data-analysis model-comparison survival-curves mortality-analysis cox-proportional-hazards-model methodological-analysis death-process-modeling statistcal-modeling

Updated Feb 16, 2026
SAS

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