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1. king_county_housing_analysis king_county_housing_analysis Public

   Analysis of King County housing data using linear regression and Jackknife+ conformal prediction, with reproducible results and visualizations. This project was done in R.

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2. framingham_logistic_modeling framingham_logistic_modeling Public

   Analysis of the Framingham Heart Study using logistic regression and other classification methods, with reproducible results and visualizations. This project was done in R.

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3. predicting_carseats_sales_trees predicting_carseats_sales_trees Public

   Modeling and predicting carseats sales using decision trees and random forests, with feature importance analysis, test performance evaluation, and reproducible visualizations. This project was done…

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4. credit_balance_regressions credit_balance_regressions Public

   Modeling and predicting credit card debt using linear and polynomial regression, with model fitting, coefficient comparisons, p-value evaluation, and visualization of regression results. All data i…

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5. ols_interaction_analysis ols_interaction_analysis Public

   This project investigates the effect of including interaction and polynomial terms impacts model coefficients and overall fit. Features visualizations of simulated predictors, response variables, a…

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6. simulated_classification_study simulated_classification_study Public

   Exploration of model performance, bias-variance tradeoffs, and dataset effects on classification accuracy with fully reproducible simulated data. This project was done in Python.

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