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.

2022S, 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 - 13:0014.03.2022 - 27.06.2022Seminarraum BA 02A Statistics and Chemometrics
Statistics and Chemometrics - Single appointments
DayDateTimeLocationDescription
Mon14.03.202210:00 - 13:00Seminarraum BA 02A Statistics and Chemometrics
Mon21.03.202210:00 - 13:00Seminarraum BA 02A Statistics and Chemometrics
Mon28.03.202210:00 - 13:00Seminarraum BA 02A Statistics and Chemometrics
Mon04.04.202210:00 - 13:00Seminarraum BA 02A Statistics and Chemometrics
Mon25.04.202210:00 - 13:00Seminarraum BA 02A Statistics and Chemometrics
Mon02.05.202210:00 - 13:00Seminarraum BA 02A Statistics and Chemometrics
Mon09.05.202210:00 - 13:00Seminarraum BA 02A Statistics and Chemometrics
Mon16.05.202210:00 - 13:00Seminarraum BA 02A Statistics and Chemometrics
Mon23.05.202210:00 - 13:00Seminarraum BA 02A Statistics and Chemometrics
Mon30.05.202210:00 - 13:00Seminarraum BA 02A Statistics and Chemometrics
Mon13.06.202210:00 - 13:00Seminarraum BA 02A Statistics and Chemometrics
Mon20.06.202210:00 - 13:00Seminarraum BA 02A Statistics and Chemometrics
Mon27.06.202210:00 - 13:00Seminarraum BA 02A Statistics and Chemometrics

Examination modalities

written exam at the end of the semester

Exams

DayTimeDateRoomMode of examinationApplication timeApplication modeExam
Mon11:00 - 12:0026.06.2023Seminarraum BA 02A written22.05.2023 00:00 - 22.06.2023 23:59TISSStatistik und Chemometrie - Test

Course registration

Begin End Deregistration end
24.01.2022 00:00 01.03.2022 00:00 10.03.2022 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