164.299 Statistics and Chemometrics
This course is in all assigned curricula part of the STEOP.
This course is in at least 1 assigned curriculum part of the STEOP.

2021S, VU, 3.0h, 4.0EC

Properties

  • Semester hours: 3.0
  • Credits: 4.0
  • Type: VU Lecture and Exercise
  • Format: Distance Learning

Learning outcomes

After successful completion of the course, students are able to correctly apply the most important methods of chemometrics. The practical approach of the course enables the students to gather experience in data analysis based on specific datasets.

Subject of course

Basic concepts of statistics, visualisation of data, descriptive statistics, statistical tests, time series, factorial design, regression models, multivariate models, selection of variables, calibration, analysis of time series, validation of models, MLR, principal component analysis, factor analysis, PCR, PLS, discriminant analysis, clustering, hyperspectral imaging

Teaching methods

Theoretical lectures in combination with practical exercises.

Mode of examination

Written

Lecturers

Institute

Course dates

DayTimeDateLocationDescription
Thu13:00 - 16:0004.03.2021 - 24.06.2021 GotoMeeting - Link will be sent to registered participants (LIVE)Statistics and Chemometrics
Statistics and Chemometrics - Single appointments
DayDateTimeLocationDescription
Thu04.03.202113:00 - 16:00 GotoMeeting - Link will be sent to registered participantsStatistics and Chemometrics
Thu11.03.202113:00 - 16:00 GotoMeeting - Link will be sent to registered participantsStatistics and Chemometrics
Thu18.03.202113:00 - 16:00 GotoMeeting - Link will be sent to registered participantsStatistics and Chemometrics
Thu25.03.202113:00 - 16:00 GotoMeeting - Link will be sent to registered participantsStatistics and Chemometrics
Thu15.04.202113:00 - 16:00 GotoMeeting - Link will be sent to registered participantsStatistics and Chemometrics
Thu22.04.202113:00 - 16:00 GotoMeeting - Link will be sent to registered participantsStatistics and Chemometrics
Thu29.04.202113:00 - 16:00 GotoMeeting - Link will be sent to registered participantsStatistics and Chemometrics
Thu06.05.202113:00 - 16:00 GotoMeeting - Link will be sent to registered participantsStatistics and Chemometrics
Thu20.05.202113:00 - 16:00 GotoMeeting - Link will be sent to registered participantsStatistics and Chemometrics
Thu27.05.202113:00 - 16:00 GotoMeeting - Link will be sent to registered participantsStatistics and Chemometrics
Thu10.06.202113:00 - 16:00 GotoMeeting - Link will be sent to registered participantsStatistics and Chemometrics
Thu17.06.202113:00 - 16:00 GotoMeeting - Link will be sent to registered participantsStatistics and Chemometrics
Thu24.06.202113:00 - 16:00 GotoMeeting - Link will be sent to registered participantsStatistics and Chemometrics

Examination modalities

written exam at the end of the semester

Exams

DayTimeDateRoomMode of examinationApplication timeApplication modeExam
Wed10:00 - 11:0020.10.2021 Details on the online exam will be announced two days before the examwritten09.09.2021 00:00 - 15.10.2021 23:59TISSStatistics and Chemometrics - Final Test

Course registration

Begin End Deregistration end
25.01.2021 00:00 02.03.2021 00:00 11.03.2021 00:00

Curricula

Study CodeSemesterPrecon.Info
045 006 Digital Skills STEOP
Course requires the completion of the introductory and orientation phase
066 490 Technical Chemistry

Literature

No lecture notes are available.

Miscellaneous

Language

if required in English