Statistics for Astronomy
Faculteit  Science and Engineering 
Jaar  2022/23 
Vakcode  WBAS00405 
Vaknaam  Statistics for Astronomy 
Niveau(s)  bachelor 
Voertaal  Engels 
Periode  semester I a 
ECTS  5 
Rooster  rooster.rug.nl 
Uitgebreide vaknaam  Statistics for Astronomy  
Leerdoelen  Upon completion of this course, the student is able to: 1. Use probability calculus 2. Use the Bayesian theory to infer conclusions from data, for both simple and more complex problems, involving single or multiple parameters 3. Be familiar with and use common probability density functions (Binomial, Gaussian, Poisson, Cauchy, Chisquared) 4. Estimate, express and propagate statistical errors 5. (Statistically) select and fit models to data and perform hypothesis testing 6. Write programs to solve statistical problems 

Omschrijving  The objective of the course is to get an introduction into commonly used statistical methods in astronomy and to familiarize students with measurement errors. The course is focussed on the Bayesian approach to statistics, and starts with basic probability theory. The student is introduced to the estimation of single and multiple parameters from data. Several probability distribution functions are presented and their use is explained. The concepts of maximum likelihood, hypothesis testing, model selection and model fitting are covered, with emphasis on fitting data to a straight line.  
Uren per week  
Onderwijsvorm  Hoorcollege (LC), Practisch werk (PRC)  
Toetsvorm 
Schriftelijk tentamen (WE)
(Numerical programming assignments (30% of final mark), written exam (70% of mark). Passing the written exam with a grade of at least 5.5 is required to pass this course, even if the weighted combination of the written exam and programming assignments exceeds a grade of 5.5.) 

Vaksoort  bachelor  
Coördinator  dr. A.R. Offringa  
Docent(en)  dr. A.R. Offringa  
Verplichte literatuur 


Entreevoorwaarden  
Opmerkingen  This course was registered last year with course code WBAS17002  
Opgenomen in 
