The butterfly effect is a term that a lot of people are familiar with, thanks to its extensive use in the modern culture. The main idea behind the effect is that small, barely noticeable changes in the system can cause drastic changes on the global scale. Though the concept has been used extensively in movies, books and other forms of media, its modern origins are purely scientific. The term was coined by a famous mathematician Edward Lorenz, who discovered it while working on his weather forecast system. So, what has he learned exactly and how this effect could be ...
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The Problem
For this case study, we focus on an application of regression analysis in engineering. In this case study, we use data to build a model for predicting average electrical output, y. In this case study, we use data from a Combined Cycle Power Plant to build a model for average electrical output, y. We examine the residuals, the deviations between the predicted and the actual electrical output levels, to detect an independent variable omitted from the regression model.
The Data – Source: UCI Machine Learning Repository
A combined cycle power plant (CCPP) is composed of steam turbines (ST), gas turbines (GT), and heat recovery steam generators . In ...
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