107.388 Multivariate Statistics
This course is in all assigned curricula part of the STEOP.
This course is in at least 1 assigned curriculum part of the STEOP.

2020W, VO, 3.0h, 4.5EC
TUWEL

Properties

  • Semester hours: 3.0
  • Credits: 4.5
  • Type: VO Lecture
  • Format: Distance Learning

Learning outcomes

After successful completion of the course, students are able to

  • mathematically formulate and apply dimension reduction techniques and methods for linear regression and classification,
  • demonstrate and assess the strengths and weaknesses of the different statistical methods and tools,
  • compute examples using the software environment "R".

Subject of course

Methods like principal component analysis, factor analysis, discriminant analysis and cluster analysis will be explained.

Teaching methods

Examples with data, software environment R

Mode of examination

Oral

Lecturers

Institute

Course dates

DayTimeDateLocationDescription
Thu14:15 - 15:4501.10.2020 - 28.01.2021 Zoom link in TUWEL (LIVE)Lecture
Wed14:05 - 14:5007.10.2020 - 27.01.2021 Zoom link in TUWEL (LIVE)Lecture
Multivariate Statistics - Single appointments
DayDateTimeLocationDescription
Thu01.10.202014:15 - 15:45 Zoom link in TUWELLecture
Wed07.10.202014:05 - 14:50 Zoom link in TUWELLecture
Thu08.10.202014:15 - 15:45 Zoom link in TUWELLecture
Wed14.10.202014:05 - 14:50 Zoom link in TUWELLecture
Thu15.10.202014:15 - 15:45 Zoom link in TUWELLecture
Wed21.10.202014:05 - 14:50 Zoom link in TUWELLecture
Thu22.10.202014:15 - 15:45 Zoom link in TUWELLecture
Wed28.10.202014:05 - 14:50 Zoom link in TUWELLecture
Thu29.10.202014:15 - 15:45 Zoom link in TUWELLecture
Wed04.11.202014:05 - 14:50 Zoom link in TUWELLecture
Thu05.11.202014:15 - 15:45 Zoom link in TUWELLecture
Wed11.11.202014:05 - 14:50 Zoom link in TUWELLecture
Thu12.11.202014:15 - 15:45 Zoom link in TUWELLecture
Wed18.11.202014:05 - 14:50 Zoom link in TUWELLecture
Thu19.11.202014:15 - 15:45 Zoom link in TUWELLecture
Wed25.11.202014:05 - 14:50 Zoom link in TUWELLecture
Thu26.11.202014:15 - 15:45 Zoom link in TUWELLecture
Wed02.12.202014:05 - 14:50 Zoom link in TUWELLecture
Thu03.12.202014:15 - 15:45 Zoom link in TUWELLecture
Wed09.12.202014:05 - 14:50 Zoom link in TUWELLecture

Examination modalities

Solving examples in R, oral exam

Exams

DayTimeDateRoomMode of examinationApplication timeApplication modeExam
Mon10:00 - 11:0020.12.2021 Exam will be held via Zoom (a link will be sent 1 day before the exam)oral30.11.2021 12:00 - 18.12.2021 12:00TISSOral Exam via Zoom (slots will be extended if students are on the waiting list)

Course registration

Begin End Deregistration end
14.09.2020 12:00 11.10.2020 12:00 11.10.2020 12:00

Curricula

Study CodeSemesterPrecon.Info
033 203 Statistics and Mathematics in Economics
033 533 Medical Informatics STEOP
Course requires the completion of the introductory and orientation phase
033 534 Software & Information Engineering STEOP
Course requires the completion of the introductory and orientation phase
066 645 Data Science
066 926 Business Informatics
860 GW Optional Courses - Technical Mathematics

Literature

No lecture notes are available.

Language

German