Advanced Chemometrics and Statistics

6 EC

Semester 2, period 5

5254ADCS6Y

Owner Master Chemistry (joint degree)
Coordinator dr. S. Samanipour
Part of Master Chemistry (joint degree), track Analytical Sciences,
Links Visible Learning Trajectories

Course manual 2024/2025

Objectives

  • Comprehend the mathematical basis for advanced statistical approaches.
  • Analyze statistical concepts using a high level programming language.
  • Explore multi-dimensional datasets.
  • Select an appropriate data processing workflow specific to a given dataset.
  • Interpret the results of such workflows.
  • Apply the acquired knowledge to analytical chemistry datasets.

Teaching methods

  • Lecture
  • Laptop seminar
  • Computer lab session/practical training
  • Working independently on e.g. a project or thesis
  • Self-study

Learning activities

Activity

Hours

Hoorcollege

26

Tentamen

3

Werkcollege

32

Self study

107

Total

168

(6 EC x 28 uur)

Attendance

This programme does not have requirements concerning attendance (TER part B).

Assessment

Item and weight Details

Final grade

0.5 (100%)

Tentamen

Fraud and plagiarism

The 'Regulations governing fraud and plagiarism for UvA students' applies to this course. This will be monitored carefully. Upon suspicion of fraud or plagiarism the Examinations Board of the programme will be informed. For the 'Regulations governing fraud and plagiarism for UvA students' see: www.student.uva.nl

Course structure

WeeknummerOnderwerpenStudiestof
1
2
3
4
5
6
7
8

Contact information

Coordinator

  • dr. S. Samanipour