Unveiling The Secrets Of Linearization: A Comprehensive Guide To Straightening Out Complex Data
Linearizing data involves transforming non-linear relationships into linear functions for ease of modeling and interpretation. It helps identify linear trends, relationships, and outliers in data. Logarithmic transformations and linear regression are common techniques used for linearization. By understanding different types of linear functions, recognizing exponential and power functions, and measuring linearity through the correlation coefficient,…