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Graduated from Econometrics department
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Graduated from Econometrics department
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mikbalyilmaz/README.md

🇹🇷 MUHAMMED İKBAL YILMAZ

I graduated in June 2024 with a degree in Econometrics from Ankara Hacı Bayram Veli University, focusing on financial econometrics, statistics, and time series analysis. My interests include econometric modeling, data science, forecasting, and machine learning. I am preparing for graduate research while sharing projects on GitHub.

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© 2025 mikbalyilmaz/sezinpersonal. All Rights Reserved.

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  1. Classification-Brand-Perception-using-RF-on-BP-BL-BT Classification-Brand-Perception-using-RF-on-BP-BL-BT Public

    This study applies Random Forest classification to analyze brand preference, loyalty, and trust among university students. Using survey data and SMOTE for class imbalance, the research highlights s…

    HTML

  2. coin-flipping-exercise coin-flipping-exercise Public

    This project visualizes the Law of Large Numbers (LLN) and the Central Limit Theorem (CLT) using a coin toss experiment. As the number of trials increases, the probability converges to 0.5, and the…

    HTML

  3. bitcoin-macro-blueml bitcoin-macro-blueml Public

    An econometric and machine learning analysis of Bitcoin price drivers, testing Gauss-Markov assumptions (BLUE) and comparing OLS with Random Forest models.

    Jupyter Notebook 1

  4. ADF_Unit_Root ADF_Unit_Root Public

    Jupyter Notebook on USD/Credit and CPI (inflation) using time series, visualization, and stats. Built with pandas, matplotlib/seaborn, and statsmodels, it shows links between exchange rates, credit…

    Jupyter Notebook 1

  5. Naive-Summation Naive-Summation Public

    This application analyzes numerical errors in naive summation (sequential accumulation). Random values in [–1,1] are summed for sizes up to 100k. True sums (longdouble) are compared with naive resu…

    HTML 1

  6. linear-congruential-generator linear-congruential-generator Public

    A clean and modular implementation of the Linear Congruential Generator (LCG) in R. This repository includes mathematical theory, Hull–Dobell theorem conditions, example calculations, and reproduci…

    R