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What is Data Diagnostics and Data Transformation about?
Chapter 3 discusses data transformation techniques, including square root, reciprocal, logit, arc-sine, and Box-Cox transformations, along with their mathematical formulations and implementations in R. It also covers outlier analysis, defining outliers and methods for detection using lower and upper fences based on quartiles. Additionally, the chapter introduces simple smoothing techniques, particularly moving averages, to handle noise in time series data.
- Author
- amna.irf08
- Language
- EN