Applied Multivariate Statistics: Lecture & Lab
Gentle introduction to practical and intuitive multivariate statistical methods without excessive mathematical details.
This collection of lecture notes and lab notes can be a good starting point for students and instructors looking to become proficient in multivariate statistical methods, without too much burden of mathematical proofs. All of the demo datasets used in the notes are provided separately (EXCEL file). Some custom made R script files are also provided separately.
Dr. Yoon G Kim — California State Polytechnic University, Humboldt
Yoon G Kim is a Professor of Statistics in the Department of Mathematics & Data Science at California State Polytechnic University, Humboldt, Arcata, California, where he teaches statistics, data analysis, and quantitative methods across undergraduate and graduate programs. His research spans safety engineering, quality assurance, industrial engineering, and applied statistics. A dedicated educator and practitioner, he brings rigorous quantitative expertise and a passion for evidence-based inquiry to his teaching, research, and professional contributions — including his most recent work on redwood ecosystem restoration in northern California.
