Statistics Course Tables (Graduate-MSc) Statistics Course Tables (Graduate-MSc)

 

Table 1: Core Courses

Prerequisite

Hours

Units

Course name

Sum

Practice

Theory

Sum

Practice

Theory

-

64

-

64

4

-

4

Mathematical analysis and measure theory

-

64

-

64

4

-

4

Statistical Inference I

-

64

-

64

4

-

4

Advanced probability theory I

 

 

Table 2: Optional Courses

Prerequisite

Hours

Units

Course name

Sum

Practice

Theory

Sum

Practice

Theory

-

64

-

64

4

-

4

Reliability

-

64

-

64

4

-

4

Advanced statistical quality control

-

64

-

64

4

-

4

Ordered data theory with applications

-

64

-

64

4

-

4

Applied stochastic processes

-

64

-

64

4

-

4

Statistical signal processing

-

64

-

64

4

-

4

Time series II

-

64

-

64

4

-

4

Linear models I

-

64

-

64

4

-

4

Inference and Analysis of Incomplete Data

-

64

-

64

4

-

4

Advanced Regression Methods

-

64

-

64

4

-

4

Generalized Linear Models

-

64

-

64

4

-

4

Inference and Analysis of Longitudinal Data

-

64

-

64

4

-

4

Survival analysis

-

64

-

64

4

-

4

Multivariate statistical analysis

-

64

-

64

4

-

4

Statistical inference II

-

64

-

64

4

-

4

Stochastic processes II

-

64

-

64

4

-

4

Information theory and its applications

-

64

-

64

4

-

4

Stochastic calculus

-

64

-

64

4

-

4

Advanced nonparametric statistical methods

-

64

-

64

4

-

4

Applied statistics for Bioinformatics

-

64

-

64

4

-

4

Topics on Probability

-

64

-

64

4

-

4

Topics on Statistics