1.7 Main references and credits

The following great reference books have been used extensively for preparing these notes:

  • James et al. (2013) (linear regression, logistic regression, PCA, clustering),
  • Peña (2002) (linear regression, logistic regression, PCA, clustering),
  • Bartholomew et al. (2008) (PCA).

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All material in these notes is licensed under CC BY-NC-SA 4.0.


James, Gareth, Daniela Witten, Trevor Hastie, and Robert Tibshirani. 2013. An Introduction to Statistical Learning. Vol. 103. Springer Texts in Statistics. Springer, New York. doi:10.1007/978-1-4614-7138-7.

Peña, Daniel. 2002. Análisis de Datos Multivariantes. Madrid: McGraw-Hill.

Bartholomew, David J, Fiona Steele, Jane Galbraith, and Irini Moustaki. 2008. Analysis of Multivariate Social Science Data. CRC press.