Explore the fundamentals of variation splitting using ANOVA in this 21-minute lecture. Learn about model specification, ANOVA tables, and the ANOVA cookbook while working with real-world data. Gain practical experience by downloading and using the provided R package to analyze coffee temperature panel data. Visualize the data using ggplot2 to create informative plots showcasing the relationship between samples, intensity, assessors, and replicates. Master the essential concepts and techniques of One-way ANOVA to enhance your data analysis skills in food science and related fields.
Overview
Syllabus
Introduction
Example
Learning Objectives
Model Specification
ANOVA Table
ANOVA Cookbook
Data
Taught by
Chemometrics & Machine Learning in Copenhagen
