Principal Component Analysis - Ian T. Jolliffe (Springer, 1986)

Fitting mixtures of von Mises distributions: a case study involving sudden infant death syndrome. - Jennifer A. Mooney; Peter J. Helms; Ian T. Jolliffe (Comput. Stat. Data Anal., 2003)

Projected gradient approach to the numerical solution of the SCoTLASS. - Nickolay T. Trendafilov; Ian T. Jolliffe (Comput. Stat. Data Anal., 2006)

DALASS: Variable selection in discriminant analysis via the LASSO. - Nickolay T. Trendafilov; Ian T. Jolliffe (Comput. Stat. Data Anal., 2007)

Principal Component Analysis. - Ian T. Jolliffe (International Encyclopedia of Statistical Science, 2011)

A 50-year personal journey through time with principal component analysis. - Ian T. Jolliffe (J. Multivar. Anal., 2022)