Iqbal Rahmadhan

AI

A Deeper Dive into Odds Ratios Using Logistic Regression

PART 2 OF THE DEEP DIVE INTO ODDS RATIOS SERIES A comprehensive guide on how to extract and explore odds ratios from a Logistic Regression model using Python and Statsmodels, with examples. Iqbal Rahmadhan · Follow Published in Towards Data Science · 18 min read · 7 hours ago — Photo by NEOM on Unsplash When we build a statistical model, we often focus more on its predictive value. However, we can also leverage it

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AI

To Care, or Not to Care: Using XmR Charts to Differentiate Signals from Noise in Metrics

A Step-by-Step Guide to Creating and Interpreting XmR Charts for Effective Data Analysis Iqbal Rahmadhan · Follow Published in Towards Data Science · 11 min read · 10 hours ago — In a data-driven organization, tracking metrics is essential for making good business decisions. When you only have a few key metrics to keep an eye on, the review process is usually pretty simple. But as the company grows, so do the number and complexity

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