![]() dependent variables need to predicted or estimated.Ī model is a transformation engine that helps us to express dependent variables as a function of independent variables. ![]() ![]() Dependent variables: Data that cannot be controlled directly.Independent variables: Data that can be controlled directly.In the context of Statistical learning, there are two types of data: In this article, we dive into linear regression models.īefore we dive in, let us recall some important aspects of statistical learning. In the previous posts of this series, we discussed the concepts of statistical learning and hypothesis testing. Data Science Simplified Part 4: Simple Linear Regression Models
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