Statistics AN

Vakbeschrijving Statistics AN
Collegejaar: 2017-2018
Studiegidsnummer: 4082STAN5
Docent(en):
  • Dr. B.T. Szabo
Voertaal: Engels
Blackboard: Ja
EC: 5
Niveau: 200
Periode: Semester 2
  • Wel Keuzevak
  • Wel Contractonderwijs
  • Wel Exchange
  • Wel Study Abroad
  • Geen Avondonderwijs
  • Wel A-la-Carte en Aanschuifonderwijs
  • Geen Honours Class

Admission requirements

None

Description

The course will present fundamental notions in statistics and specific statistical techniques with applications to astronomical research. The topics covered are the basics of probability theory, point estimation, confidence intervals, hypothesis testing, regression, and others. Methods will be illustrated using the statistical software package R.

Course objectives

The course aims at introducing students to fundamental notions of statistics and familiarizing them with specific statistical techniques applied in astronomical research. Relevant methods will be illustrated using the statistical software package R. Upon completion of the course, the student will have knowledge of the basics of probability theory, point estimation, resampling methods, confidence intervals, hypothesis testing, regression, and others. Students will also acquire knowledge of the principles of R and will learn to use it in practical solution of several standard statistical tasks.

Soft skills

In this course, students will be trained in the following behaviour-oriented skills:

  • Problem solving (recognizing and analyzing problems, solution-oriented thinking)
  • Analytical skills (analytical thinking, abstraction, evidence)
  • Structured thinking (structure, modulated thinking, computational thinking, programming)
  • Complex ICT-skills (data analysis, programming, simulations, complex ICT applications)
  • Written communication (writing skills, reporting, summarizing)
  • Critical thinking (asking questions, check assumptions)
  • Integrity (honesty, moral, ethics, personal values)

Timetable

See Schedules bachelor Astronomy 2017-2018

Mode of instruction

  • Lectures
  • Exercise classes

Assessment method

Homework assignments (30%) and written exam (70%).
A minimum grade of 5.0 on homework assignments is required to take the written exam.
See Examination schedules bachelor Astronomy 2017-2018

Blackboard

Lecture notes, additional readings and assignments will be provided on Blackboard.
To have access, you need an ULCN account. More information:

Reading list

Registration

Register via uSis. More information about signing up for classes and exams can be found here. Exchange and Study Abroad students, please see the Prospective students website for information on how to register. For a la carte and contract registration, please see the dedicated section on the Prospective students website.

Contact information

Lecturer: Botond Szabó
Course website: Statistics AN

Remarks

None

Talen