Course detail

Multidimensional Analysis of Biomedical Data

FEKT-MPC-VMMAcad. year: 2023/2024

Not applicable.

Language of instruction

Czech

Number of ECTS credits

5

Mode of study

Not applicable.

Guarantor

Ing. Marina Filipenská, Ph.D.

Department

Department of Biomedical Engineering (UBMI)

Entry knowledge

Not applicable.

Rules for evaluation and completion of the course

Not applicable.

Aims

Not applicable.

Study aids

Not applicable.

Prerequisites and corequisites

Not applicable.

Basic literature

M. Meloun, J. Militký: Kompendium statistického zpracování dat, Academia 2006 (CS)
J. Holčík: Analýza a klasifikace dat, CERM 2012 (CS)
D. Haruštiaková, J. Jarkovský, S. Littnerová, L. Dušek: Vícerozměrné statistické metody v biologii, CERM 2012 (CS)
Meloun M. a kol.: Statistická analýza vícerozměrných dat v příkladech, 2017, Karolinum, 978-80-246-3618-4

Recommended reading

M. Kovár: Maticový a tenzorový počet, VUT v Brně (CS)
A. Hyvärinen, J. Karhunen, E. Oja: Independent Component Analysis, Wiley 2001 (CS)

eLearning

eLearning: currently opened course

Classification of course in study plans

  • Programme MPC-BIO Master's, 1. year of study, winter semester, compulsory
  • Programme MPC-BTB Master's, 1. year of study, winter semester, compulsory-optional

Type of course unit

 

Lecture

26 hours, optionally

Teacher / Lecturer

Ing. Marina Filipenská, Ph.D.

Exercise in computer lab

26 hours, compulsory

Teacher / Lecturer

Ing. Petra Novotná

eLearning

eLearning: currently opened course