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.

2018W, 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
Wed09:00 - 11:0003.10.2018 - 30.01.2019FH Hörsaal 4 Vorlesung Filzmoser
Thu12:00 - 13:0004.10.2018 - 31.01.2019FH Hörsaal 6 Vorlesung Filzmoser
Classification and Discriminant Analysis - Single appointments
DayDateTimeLocationDescription
Wed03.10.201809:00 - 11:00FH Hörsaal 4 Vorlesung Filzmoser
Thu04.10.201812:00 - 13:00FH Hörsaal 6 Vorlesung Filzmoser
Wed10.10.201809:00 - 11:00FH Hörsaal 4 Vorlesung Filzmoser
Thu11.10.201812:00 - 13:00FH Hörsaal 6 Vorlesung Filzmoser
Wed17.10.201809:00 - 11:00FH Hörsaal 4 Vorlesung Filzmoser
Thu18.10.201812:00 - 13:00FH Hörsaal 6 Vorlesung Filzmoser
Wed24.10.201809:00 - 11:00FH Hörsaal 4 Vorlesung Filzmoser
Thu25.10.201812:00 - 13:00FH Hörsaal 6 Vorlesung Filzmoser
Wed31.10.201809:00 - 11:00FH Hörsaal 4 Vorlesung Filzmoser
Wed07.11.201809:00 - 11:00FH Hörsaal 4 Vorlesung Filzmoser
Thu08.11.201812:00 - 13:00FH Hörsaal 6 Vorlesung Filzmoser
Wed14.11.201809:00 - 11:00FH Hörsaal 4 Vorlesung Filzmoser
Wed21.11.201809:00 - 11:00FH Hörsaal 4 Vorlesung Filzmoser
Thu22.11.201812:00 - 13:00FH Hörsaal 6 Vorlesung Filzmoser
Wed28.11.201809:00 - 11:00FH Hörsaal 4 Vorlesung Filzmoser
Thu29.11.201812:00 - 13:00FH Hörsaal 6 Vorlesung Filzmoser
Wed05.12.201809:00 - 11:00FH Hörsaal 4 Vorlesung Filzmoser
Thu06.12.201812:00 - 13:00FH Hörsaal 6 Vorlesung Filzmoser
Wed12.12.201809:00 - 11:00FH Hörsaal 4 Vorlesung Filzmoser
Thu13.12.201812:00 - 13:00FH Hörsaal 6 Vorlesung Filzmoser

Course registration

Not necessary

Curricula

Literature

Lecture notes for this course are available from the lecturer.

Miscellaneous

Language

German