Master of Science in Statistical Data Analysis

Admission

The programme offers a profound training in the design, analysis and reporting of data-driven research. It is meant for students who already have a master's degree or equivalent (a 4-year programme at a minimum) from study fields carrying enough mathematical, statistical and computing background within different faculties.

As from the academic year 2019-2020 all applicants have to do an Admission Test regardless of their background. This test is the final practical step of the admission procedure and you will be invited to it after submitting your application.

The admission test will evaluate your abilities in:

  • Basic mathematics
  • Probability
  • Statistics
  • R programming

The admission test will consist of 10 multiple-choice questions for each of the four sections (hence totalling 40 multiple-choice questions). The whole test will be graded according to the regulations of Ghent University on multiple-choice questions and you should pass for each of the four sections. You should also answer all 40 questions within the allotted timeframe, i.e. 70 minutes.

Prerequisites

Basic mathematics

  • Good understanding of linear, exponential and logarithmic functions
  • Notions of linear algebra (matrix notation, vector product)
  • Notions of calculus (differentiation and integration)

Probability

  • Basic probability rules (independence, conditional probability, Bayes' rule,...)
  • Familiarity with random variables and common distributions (e.g. binomial, normal,...)

Statistics

  • Descriptive measures of location (e.g. mean, median, ...) and spread (e.g. variance, standard deviation,...)
  • Basic graphs (histogram, boxplot,...)
  • Statistical inference (sampling distributions, estimation, precision and confidence)
  • Basic hypothesis tests (e.g. paired and unpaired t-tests)

R programming

  • Types of objects (vectors, matrices, factors, data frames, lists) and how to create them and select elements from them
  • Modes of vectors and matrices (numeric, integer, logical and character), basic operators and functions (e.g. sum, mean, var, ...)
  • Reading and writing data
  • Basic visualisations of data (plot, …)

Schedule

The admission test will be held at different occasions but you are supposed to attend the first session after we have received your application. If you do note take or pass the admission test at the date scheduled for you, then you have one second chance for passing the admission test on the date scheduled immediately after it (as every participant has two subsequent chances for doing the admission test).

  • Tuesday, 18 February 2025, 18h00-19h10
  • Tuesday, 29 April 2025, 18h00-19h10
  • Tuesday, 8 July 2025, 18h00-19h10
  • Tuesday, 16 September 2025, 18h00-19h10

Applicants who enroll (after their graduation) in September can take the admission test on Tuesday, 16 September 2025, 18h00-19h10 and in case they do not pass it then they have a second chance on Friday, 19 September 2025, 18h00-19h10.

Note that applications take 24 hours to be processed (by the Registrar's Office of Ghent University). Hence, no new applications will be accepted anymore from Tuesday, 16 September 2025 onwards.

Location

Since the Corona measures the admission test will be online so you should do it on your own computer from home. To that end, you need to create an account on the learning platform https://ufora.ugent.be, so we can subsequently give you access to the admission test. In addition, you need to install Proctorio on your computer so we can monitor your behaviour during the test.

Practical organisation

  • The test will be monitored by the tool Proctorio, which is an extension (plugin) to the Chrome browser which you need to install beforehand: go to https://getproctorio.com and follow the three steps. During the actual test Proctorio will be monitoring your visuals, audio and your screen so it is your responsibility that your computer has a properly working camera and microphone.
  • When you start the test, Proctorio will first run some checks to see whether your computer is properly set up. If you are prompted to give a password, then you have not properly installed Proctorio: re-install it and refresh the MaStat Admission test. Any technical problems which arise during this check-up cannot be dealt with by the MaStat staff but need to be directed to Proctorio's Chat Support, which is available 24/7.
  • The test will take 70 minutes to complete and the time will only start after Proctorio's check-up is over. Your time will be recorded and is part of the final evaluation.
  • The test is individual (which will be checked by Proctorio).
  • You can have pen and paper ready together with any printed reference materials or notes that you wish to use. However, other websites or applications are not permitted (and will be closed automatically by Proctorio).
  • A calculator is not necessary but may be handy.
  • There is only one correct answer to every multiple-choice question. Make sure that you do not accidentally leave any question unanswered.
  • Your final score will be computed according to the regulations of Ghent University on multiple-choice questions.
  • You also need to pass for each of the four sections of the Admission test (i.e. Basic mathematics, Probability, Statistics and R programming). There are ten questions per section so you need to answer at least five questions correctly in each of the four sections.
  • If you fail the test, then you can redo it once at the next scheduled date.
  • No feedback whatsoever will be given on the individual test scores.

Background material(s)

In case you want to refresh your knowledge, there are numerous resources. For Basic mathematics, Probability and Statistics we recommend the tutorials on educational websites such as Coursera, edX, Khan Academy etc. (or other websites such as e.g. Udacity, Udemy etc. but the latter are typically not free nor are they affiliated with an academic institution). Below we give a few useful suggestions but by no means should you study everything: just focus on what needs a refresher.

Functions (linear, exponential and logarithmic)

Linear algebra (vectors and matrices)

Calculus (differentiation and integration)

Probability and Statistics

For Statistics there is also the textbook Moore, David S., George P. McCabe and Bruce A. Craig (2017). Introduction to the Practice of Statistics (9th Edition). New York: W.H. Freeman. This is the reference for our course Principles of Statistical Data Analysis.

R programming

For R there are various resources: there is the official Introduction to R on CRAN (html, pdf) but any other online tutorial (e.g. swirlstats.com) will do. As from 2020, Ghent University also offers two online modules on R:

Everyone has access to both modules, but if you register then you will also receive automatic feedback on the exercises.

Self-evaluation test

If you want to practice your abilities before doing the actual Admission test, then you can do the Self-evaluation test. It is entirely representative of the official admission test in terms of level and scope of the questions.