Khin Yadanar Lin

AI

Understanding the Limitations of ARIMA Forecasting

A comparison between the SARIMA model and the Facebook Prophet model Khin Yadanar Lin · Follow Published in Towards Data Science · 12 min read · 10 hours ago — Photo by Maksym Ostrozhynskyy on Unsplash Table of Contents Introduction ARIMA in a Nutshell Key Assumptions and Limitations of the ARIMA Model Forecasting Process in Python: Seasonal ARIMA vs. Facebook Prophet Performance Comparison Between Two Models Conclusion Introduction Time Series Forecasting has long been a

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AI

What Is Causal Inference?

A beginner’s guide to causal inference methods: randomized controlled trials, difference-in-differences, synthetic control, and A/B testing Khin Yadanar Lin · Follow Published in Towards Data Science · 11 min read · 19 hours ago — Photo by Delano Ramdas on Unsplash This article is intended for beginners who want a comprehensive introduction to causality and causal inference methods, explained with minimal math. What is Causal Inference? When it comes to causality, we simply can’t avoid

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