An Introduction to Data Analysis using Aggregation Functions in R

• Main Author: James, Simon (Author)
• Corporate Author: SpringerLink (Online service)
• Format: Electronic eBook
• Language: English
• Published: Cham : Springer International Publishing : Imprint: Springer, 2016.
• Subjects: Computer science.; Computer science > Mathematics.; Computers.; Applied mathematics.; Engineering mathematics.; Statistics.; Computer Science.; Computing Methodologies.; Statistics for Engineering, Physics, Computer Science, Chemistry and Earth Sciences.; Applications of Mathematics.; Mathematics of Computing.

This textbook helps future data analysts comprehend aggregation function theory and methods in an accessible way, focusing on a fundamental understanding of the data and summarization tools. Offering a broad overview of recent trends in aggregation research, it complements any study in statistical o...

Table of Contents:

• Aggregating data with averaging functions
• Transforming data
• Weighted averaging
• Averaging with interaction
• Fitting aggregation functions to empirical data
• Solutions.