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.

2023S, VU, 3.0h, 4.0EC

Properties

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

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
Mon10:00 - 13:0013.03.2023 - 26.06.2023Seminarraum BA 02A Statistics and Chemometrics
Statistics and Chemometrics - Single appointments
DayDateTimeLocationDescription
Mon13.03.202310:00 - 13:00Seminarraum BA 02A Statistics and Chemometrics
Mon20.03.202310:00 - 13:00Seminarraum BA 02A Statistics and Chemometrics
Mon27.03.202310:00 - 13:00Seminarraum BA 02A Statistics and Chemometrics
Mon17.04.202310:00 - 13:00Seminarraum BA 02A Statistics and Chemometrics
Mon24.04.202310:00 - 13:00Seminarraum BA 02A Statistics and Chemometrics
Mon08.05.202310:00 - 13:00Seminarraum BA 02A Statistics and Chemometrics
Mon15.05.202310:00 - 13:00Seminarraum BA 02A Statistics and Chemometrics
Mon22.05.202310:00 - 13:00Seminarraum BA 02A Statistics and Chemometrics
Mon05.06.202310:00 - 13:00Seminarraum BA 02A Statistics and Chemometrics
Mon12.06.202310:00 - 13:00Seminarraum BA 02A Statistics and Chemometrics
Mon19.06.202310:00 - 13:00Seminarraum BA 02A Statistics and Chemometrics
Mon26.06.202310:00 - 13:00Seminarraum BA 02A Statistics and Chemometrics

Examination modalities

written exam at the end of the semester

Exams

DayTimeDateRoomMode of examinationApplication timeApplication modeExam
Mon13:00 - 14:0024.06.2024Seminarraum BA 02A written17.05.2024 00:00 - 19.06.2024 23:59TISSStatistics and Chemometrics - Final Test
Thu11:00 - 12:0003.10.2024Seminarraum BA 02A written17.07.2024 00:00 - 27.09.2024 23:59TISSStatistik und Chemometrie - Test
Fri13:00 - 14:0010.01.2025Seminarraum BA 02A written16.12.2024 12:00 - 13.01.2025 19:00TISSStatistik und Chemometrie - Test
Mon13:00 - 14:0023.06.2025Seminarraum BA 02A written16.05.2025 00:00 - 18.06.2025 23:59TISSStatistics and Chemometrics - Final Test

Course registration

Begin End Deregistration end
23.01.2023 00:00 28.02.2023 00:00 09.03.2023 00:00

Curricula

Study CodeObligationSemesterPrecon.Info
045 006 Digital Skills Mandatory electiveSTEOP
Course requires the completion of the introductory and orientation phase
066 490 Technical Chemistry Mandatory elective

Literature

No lecture notes are available.

Miscellaneous

Language

if required in English