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).

The icons used in the notes were designed by madebyoliver, freepik and roundicons from Flaticon.

References

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.