Advanced Mathematics and Statistics courses 2019-2020

MAST31213 Complexity theory 10 cr
MAST31206 Dependence logic 10 cr
MAST31209 Descriptive set theory 5 cr
MAST31002 Functional analysis 10 cr
MAST31023 Introduction to algebraic topology 10 cr
DATA11002 Introduction to machine learning 5 cr
MAST31401 Inverse Problems 1: convolution and deconvolution 5 cr
MAST31406 Inverse Problems 2: tomography and regularization 5 cr
TCM309 Kinetic theory 10 cr
MAST30001 Master''s thesis seminar 5 cr
MAST31501 Mathematical modelling 10 cr
LSI33003 Mathematics of infectious diseases 10 cr
MAST31042 Navier-Stokes equations I 5 cr
MAST31208 Non-elementary model theory 5 cr
MAST31701 Probability theory I 5 cr
MAST31702 Probability theory II 5 cr
MAST31001 Real analysis I 5 cr
MAST31004 Real analysis II 10 cr
MAST31802 Risk theory 10 cr
MAST31016 Sobolev spaces 10 cr
MAST31706 Stochastic analysis I 5 cr
MAST31710 Stochastic analysis II 5 cr
TCM309 Stochastic methods 10 cr
MAST31003 Topology II 10 cr

  • Advanced studies in mathematics can also include advanced statistics courses, and statistics courses are compulsory in certain specialization areas; see degree requirements and see also the list of statistics advanced courses
  • Note also the teaching curriculums of Data science and Computer science Master´s programmes.

MAST31505 Adaptive dynamics 10 cr
MAST31024 Advanced algebraic topology 10 cr
MAST32004 Advanced Bayesian Inference 5 cr
DATA12001 Advanced Course in Machine Learning 5 cr
MAST31806 Advanced risk theory 5 cr
MAST31005 Algebra II 10 cr
MAST31202 Axiomatic set theory 10 cr
MAST31006 Complex analysis I 10 cr
MAST31214 Computability theory 10 cr
MAST31044 Dependence logic II 10 cr
MAST31008 Fourier analysis I 5 cr
MAST31009 Fourier analysis II 5 cr
MAST31037 Fractal geometry 5 cr
MAST31901 History of mathematics 5 cr
MAST31021 Homotopy and vector bundles 10 cr
MAST31017 Introduction differential geometry 10 cr
MAST30001 Master''s thesis seminar 5 cr
MAST31801 Mathematical finance I 5 cr
MAST31805 Mathematical finance II 5 cr
MAST31201 Mathematical logic 10 cr
MAST31010 Partial differential equations I 10 cr
MAST31301 Specialization course in mathematical physics 10 cr
MAST31018 Spectral theory 10 cr
MAST31038 Stochastic Partial Differential Equations I 5 cr
MAST31039 Stochastic Partial Differential Equations II 5 cr
MAST31804 Tariff theory 5 cr

  • Advanced studies in mathematics can also include advanced statistics courses, and statistics courses are compulsory in certain specialization areas; see degree requirements and see also the list of statistics advanced courses
  • Note also the teaching curriculums of Data science and Computer science Master´s programmes.

 

LSI35002 Bayesian inference in biosciences 5 cr
MAST30121 Causal inference: foundation, application and assumptions 5 cr
MAST32001 Computational statistics I 5 cr
MAST33011 Data analysis with SAS 5 cr
MAST33001 Generalized linear models II 5 cr
MAST32006 High dimensional statistics 5 cr
MAST32015 History of statistics 5 cr
MAST32012 Survival and event history analysis I 5 cr
MAST32007 Time series analysis I 5 cr
LSI34001 Topics in biostatistics 5 cr
MAST32003 Statistical inference III 5 cr: The course will not be lectured any more. It is possible to have an exam or compensate this compulsory course (for statistics major advanced studies) by taking the course MAST32001 Computational statistics I 5 cr.

  • Advanced studies in statistics can also include advanced mathematics courses (see the list of mathematics advanced courses) and courses from Data science and Computer science Master´s programmes.

 

MAST32004 Advanced Bayesian Inference 5 cr
MAST33015 Analysis of complex surveys 5 cr
MAST33003 Nonparametric and robust methods 5 cr
MAST33004 Robust regression 5 cr
MAST33009 Structural equation models 5 cr
MAST33019 Survey methodology and European statistical system 5 cr
MAST32013 Survival and event history analysis II 5 cr
MAST32008 Time series analysis II 5 cr

  • Advanced studies in statistics can also include advanced mathematics courses (see the list of mathematics advanced courses) and courses from Data science and Computer science Master´s programmes.