107.386 Classification and Discriminant Analysis
This course is in all assigned curricula part of the STEOP.
This course is in at least 1 assigned curriculum part of the STEOP.

2012W, VU, 3.0h, 4.5EC

Properties

  • Semester hours: 3.0
  • Credits: 4.5
  • Type: VU Lecture and Exercise

Aim of course

Theoretical concepts and practical application of flexible regression and classification methods. Application of all methods using the software package R.

Subject of course

During the past decade there has been an explosion in computation and information technology. With it has come vast amount of data in a variety of fields such as medicine, finance and marketing. The challange to understand these data has led to the development of new tools in the field of statistics, and spawned new areas such as data mining, machine learning and bioinformatics. This lecture describes the important ideas in these areas in a common conceptual framework. The many topics include neural networks, support vector machines, classification trees and generalized additive models.

Lecturers

Institute

Course dates

DayTimeDateLocationDescription
Tue08:30 - 10:0002.10.2012 - 22.01.2013Sem.R. DA grün 06A FILZMOSER
Thu12:00 - 13:0004.10.2012 - 24.01.2013Sem.R. DA grün 06A FILZMOSER
Wed08:30 - 10:0028.11.2012Sem.R. DA grün 06A Vorlesung
Wed08:30 - 10:0019.12.2012Sem.R. DA grün 06A Vorlesung
Classification and Discriminant Analysis - Single appointments
DayDateTimeLocationDescription
Tue02.10.201208:30 - 10:00Sem.R. DA grün 06A FILZMOSER
Thu04.10.201212:00 - 13:00Sem.R. DA grün 06A FILZMOSER
Tue09.10.201208:30 - 10:00Sem.R. DA grün 06A FILZMOSER
Thu11.10.201212:00 - 13:00Sem.R. DA grün 06A FILZMOSER
Tue16.10.201208:30 - 10:00Sem.R. DA grün 06A FILZMOSER
Thu18.10.201212:00 - 13:00Sem.R. DA grün 06A FILZMOSER
Tue23.10.201208:30 - 10:00Sem.R. DA grün 06A FILZMOSER
Thu25.10.201212:00 - 13:00Sem.R. DA grün 06A FILZMOSER
Tue30.10.201208:30 - 10:00Sem.R. DA grün 06A FILZMOSER
Tue06.11.201208:30 - 10:00Sem.R. DA grün 06A FILZMOSER
Thu08.11.201212:00 - 13:00Sem.R. DA grün 06A FILZMOSER
Tue13.11.201208:30 - 10:00Sem.R. DA grün 06A FILZMOSER
Wed28.11.201208:30 - 10:00Sem.R. DA grün 06A Vorlesung
Thu29.11.201212:00 - 13:00Sem.R. DA grün 06A FILZMOSER
Tue04.12.201208:30 - 10:00Sem.R. DA grün 06A FILZMOSER
Thu06.12.201212:00 - 13:00Sem.R. DA grün 06A FILZMOSER
Tue11.12.201208:30 - 10:00Sem.R. DA grün 06A FILZMOSER
Thu13.12.201212:00 - 13:00Sem.R. DA grün 06A FILZMOSER
Wed19.12.201208:30 - 10:00Sem.R. DA grün 06A Vorlesung
Thu20.12.201212:00 - 13:00Sem.R. DA grün 06A FILZMOSER

Course registration

Not necessary

Curricula

Literature

Lecture notes for this course are available from the lecturer.

Miscellaneous

Language

German