Unsupervised Machine Learning for Clustering in Political and Social Research

ISBN-13: 9781108793384 / Angielski / Miękka / 2021 / 75 str.

Philip D. (University of Chicago) Waggoner

Opis

Offers researchers and teachers an introduction to clustering, with R code and real data to facilitate interaction with the concepts.

Spis treści

1. Introduction; 2. Setting the stage for clustering; 3. Agglomerative hierarchical clustering; 4. k-means clustering; 5. Gaussian mixture models; 6. Advanced methods; 7. Conclusion.