Assumed knowledge:
It is assumed that the students have already a very solid knowledge of statistics and probability theory. This is covered by the following courses Mathematical Statistics 1 and 2
(NMSA331
and NMSA332),
Probability Theory 1 (NMSA333)
and Linear regression (NMSA407).
The student who have not passed these courses (e.g. students coming within the Erasmus+
programme) should check if they are familiar with the theory covered in:
Mukhopadhyay, N. (2000). Probability and statistical inference. CRC Press (the whole book except for Chapters 10 and 13);
Khuri, A. I. (2009). Linear model methodology. Chapman and Hall/CRC (Chapters 1 - 6).