The Online Books Page

Cluster analysis

See also what's at Wikipedia, your library, or elsewhere.

• Correlation (Statistics)
• Multivariate analysis
• Spatial analysis (Statistics)

• Document clustering

• Discriminant Analysis and Clustering, by National Research Council (page images with commentary at NAP)

• Introduction to Information Retrieval (prepublication version; 2008), by Christopher D. Manning, Prabhakar Raghavan, and Hinrich Schütze (HTML and PDF with commentary at Stanford)

Items below (if any) are from related and broader terms.

• Correlation and Causality (revised electronic edition, 2004), by David A. Kenny (PDF at davidakenny.net)

• FRAGSTATS: Spatial Pattern Analysis Program for Quantifying Landscape Structure (Pacific Northwest Research Station General Technical Report PNW-GTR-351; 1995), by Kevin McGarigal and Barbara J. Marks (page images at HathiTrust)

• Point Pattern Analysis (originally published as Scientific Geography #8; c1988), by B. N. Boots and Arthur Getis (PDF with commentary at wvu.edu)
• Spatial Autocorrelation (c1988), by John Odland (PDF with commentary at wvu.edu)

• Geocomputation With R (free online second edition, c2024), by Robin Lovelace, Jakub Nowosad, and Jannes Münchow (illustrated HTML with commentary at geocompx.org)

• Least-Squares Analysis of Data with Unequal Subclass Numbers (Washington, DC: Agricultural Research Service, United States Dept. of Agriculture, 1960), by Walter R. Harvey (page images at HathiTrust)
• Bayesian Spectrum Analysis and Parameter Estimation (New York: Springer-Verlag, 1988), by G. Larry Bretthorst (PDF at wustl.edu)

• Dynamics of the Vietnam War: A Quantitative Analysis and Predictive Computer Simulation (Columbus, OH: Ohio State University Press, c1974), by Jeffrey S. Milstein (PDF from Ohio State University Press)

• Practical Regression and Anova using R (final web version, 2002), by Julian James Faraway (PDF with commentary at r-project.org)

• Discriminatory Analysis: Nonparametric Discrimination (2 typescript papers; 1951-1952), by Evelyn Fix and J. L. Hodges (page images at HathiTrust)
• Discriminant Analysis and Clustering, by National Research Council (page images with commentary at NAP)

• From Complexity to Creativity: Computational Models of Evolutionary, Autopoietic and Cognitive Dynamics (prepublication version), by Ben Goertzel (HTML at goertzel.org)

• The Structure of Intelligence: A New Mathematical Model of Mind (prepublication version), by Ben Goertzel (HTML at goertzel.org)

• The Structure of Intelligence: A New Mathematical Model of Mind (prepublication version), by Ben Goertzel (HTML at goertzel.org)

• Regression and Other Stories (free online personal use edition, with corrections through 2023), by Andrew Gelman, Jennifer Hill, and Aki Vehtari (PDF with commentary at github.io)
• Residuals and Influence in Regression (New York and London: Chapman and Hall, 1982), by R. Dennis Cook and Sanford Weisberg (PDF at umn.edu)