Chemometrics with R
Chemometrics with R is a textbook developed for the LibreText project that provides an introduction to chemometrics suitable for the undergraduate chemistry curriculum at the junior or senior level. Much of this textbook's content, including many of the examples and exercises, were developed to support Chem 351: Chemometrics, a course that has been part of the analytical curriculum at DePauw University since 2001 and that has been grounded in R since 2005. An outline of the textbook's chapters is provided below; you can access the textbook online using this link.
Chapter 1: R and RStudio
Chapter 2: Types of Data
Chapter 3: Visualizing Data
Chapter 4: Summarizing Data
Chapter 5: The Distribution of Data
Chapter 6: Uncertainty of Data
Chapter 7: Testing the Significance of Data
Chapter 8: Calibrating Data
Chapter 9: Optimizing Data
Chapter 10: Cleaning Up Data
Chapter 11: Finding Structure in Data
Chapter 12: Appendices
Chapter 13: Resources