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How to run R-style linear regressions in Python the easy way

If you have experience with R or want a quick way to generate a regression with statsmodels using a pandas DataFrame, you can use R-style formulas. First, you need to import statsmodels and its ...
IEEE

Artificial Intelligence in Banking: Regression Analysis for Credit Risk Prediction

Abstract: one of the areas where Artificial Intelligence (AI) has made a significant impact is when it comes to how banks quantify and predict credit risk. One of the most commonly used AI techniques ...
GitHub

Performance Regression: Excel Table Row Updates 12.5x Slower in October 2024 Release

When using the Office JavaScript API to update rows in an Excel.Table, the performance should be consistent with previous versions. Specifically, updating 1,500 random rows (10% of a 15,000-row table) ...
IEEE

Finite Sample Analysis of Distribution-Free Confidence Ellipsoids for Linear Regression

Abstract: The least squares (LS) estimate is the archetypical solution of linear regression problems. The asymptotic Gaussianity of the scaled LS error is often used ...