Exponential regression equation calculator how to#
I have shown how to apply a Linear Model for the prediction of an Exponential Growth process. The formula of Exponential GrowthĮxponential Growth is characterized by the following formula: The reason to use Exponential Growth for modeling the Coronavirus outbreak is that epidemiologists have studied those types of outbreaks and it is well known that the first period of an epidemic follows Exponential Growth. In other use cases of exponential growth, this number could be the size of an animal population or the value on your bank account (if you are lucky enough to have good interest rates). The formula tells us the number of cases at a certain moment in time, in the case of Coronavirus, this is the number of infected people. Why Exponential Growth?Įxponential Growth is a mathematical function that can be used in several situations. If you want to follow along, you can use those example data and a short Python notebook. In this article, I show how to understand and analyze Exponential Growth. With the current outbreak of the Coronavirus going on, we hear a lot about Exponential Growth.
Predicting the Coronavirus spread using log transformations, Exponential Growth and linear regression
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