Projects

Below you may find my Data Science Projects and Other Resources.

Click on the links to download the file of interest.

Project	Content
Production Function Estimation and Analysis (Python Jupyter Notebook)	Topics: Production Function Estimation, Firm Productivity Analysis, COGS and SG&A Elasticities, Industry-level Economic Modeling.
Job Postings Newsletter (PDF) Job Postings Analysis (Python Jupyter Notebook)	Job Postings Data Wrangling and Analysis of Macroeconomic Trends (Notebook and pdf with newsletter). Topics: Macroeconomic Trend Analysis, Industry and Occupation Trend Decomposition, Time-Series Construction and Quarterly Aggregation of High-Frequency Data.
Feature Selection, Mortgage Approval Predictive Model (R Markdown)	Topics: Mortgage origination, HMDA data, Logistic regression, Model comparison, Regularization (Ridge/Lasso), Predictive performance.
Hospital System Affiliation and Financial Performance: Event-Study Evidence from Multiple Specifications (Python Jupyter Notebook)	Topics: Hospital System Entry, Difference-in-Differences, Event Study, Hospital Financial Outcomes, Robustness Checks, Causal Inference.

Resource	Content
Study Notes in Macroeconomic Theory	Topics: consumption under uncertainty, real business cycles, asset pricing, incomplete markets, and limited commitment.
Study Notes in Stochastic Macroeconomic Theory	Topics: Value Function Iteration, Log-linearization, and the perturbation method to compute the Impulse Response Functions.
Solving DSGE and DGE Matlab Codes	Topics: Value Function Iteration, Log-linearization and the perturbation method to compute the Impulse Response Functions.

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