Linear Regression (Gradient Descent) from scratch
Personal R Package
Implemented ordinary least squares regression from scratch in python by computing root mean square error and coefficient estimates
A Econometric Analysis of the India's GDP to determine whether their is any flaw in India's GDP, as quoted by Dr. Arvind Subhramanium.
Conducted a comprehensive research project focused on regression analysis and modeling to explore the relationship between income and education.
A complete guide to Ordinary Least Squares regression with diagnostics, robust alternatives, and best practices. Includes theory, implementation, model comparison, and practical recommendations using Python's statsmodels.
penalized linear and logistic regression R package
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