Viri/Literature

All the material is in the lecture notes (updated 06th April 2024).

For those who would like to know more about the specific topic or need addtional explanation, see one of the following books.

Linear models:

• S.R. Searle, M.H.J. Gruber: Linear Models, 2nd edition, Wiley, 2016.
• A. Ben-Israel, T.N.E. Greville: Generalized Inverses - Theory and Applications, Springer, 2003.
  
• I.T. Jolliffe: Principal Component Analysis, Springer, 2010.
  

Nonlinear models:

• G.A.F. Seber, C.J. Wild: Nonlinear Regression, Wiley, 2003.
  
• K. Sadanori: Introduction to multivariate analysis - linear and nonlinear modelling, CRC Press, 2010.
  

Curves and surfaces:

• M. Abate, F. Tovena: Curves and Surfaces, Springer, 2012.

Dynamical models:

• K.T. Alligood, T.D. Sauer, J.A. Yorke: Chaos: An Introduction to Dynamical Systems, Springer, 1996.

Solved exercises from previous exams:   link