Multivariate Data Analysis
In the last decade several papers on questionable research practices (QRP) have appeared in the scientific literature. Although QRP differ from fraud, they nevertheless hamper scientific progress. In this course we point out the many choices to be made in any psychological investigation and the decisions that lead to best research practices. For science to make progress, it is important that an investigation be reproducible. Reproducible research refers to the idea that the ultimate product of academic research is a paper along with the full computational environment used to produce the results in the paper such as the code, data, etc. that can be used to reproduce the results. Besides reproducing the results this also offers the opportunity to create new work based on previous research. In this course students acquire the skills required to make research reproducible.
Learn about all possible choices that need to be made during an investigation;
Learn about pitfalls in an investigation and how to guard against it; and
Acquire the skills required to make research reproducible.
For the timetables of your lectures, workgroups, and exams, select your study programme.
Students need to register for lectures, workgroups and exams.
Instructions for registration in courses for the 2nd and 3rd year
For information on registration periods consult the bachelor course registration
Elective students have to enroll for each course separately. For admission requirements contact your study advisor.
For admission requirements, please contact your exchange coordinator.
Students are not automatically enrolled for an examination. They can register via uSis from 100 to 10 calendar days before the date; students who are not registered will not be permitted to take the examination.
Registering for exams
Mode of instruction
4 2-hour lectures and 8 2-hour computer labs
2 graded assignments. The final grade is the average of the 2.
The Faculty of Social and Behavioural Sciences has instituted that instructors use a software programme for the systematic detection of plagiarism in students’ written work. In case of fraud disciplinary actions will be taken. Please see the information concerning fraud.
Regulations on grade calculations.
Papers to be announced on Blackboard.
Prof. dr. Mark de Rooij