MATH3805 Regression Analysis (3 units)
- MATH2207 Linear Algebra, and one of the following: (i) MATH2005 Calculus, Probability, and Statistics for Computer Science; (ii) MATH2006 Calculus, Probability, and Statistics for Science; (iii) MATH2206 Probability and Statistics; or (iv) MATH2216 Statistical Methods and Theory
- Medium of Instruction:
This course aims to provide an understanding of the classical and modern regression analysis and techniques which are widely adopted in various areas such as business, finance, biology, and medicine. There have been great developments in the past decades such as nonlinear regression, robust regression, nonparametric regression, etc. With the help of a statistical package such as SAS, MATLAB or R, students can analyse multivariate data by modern regression techniques without any difficulty.
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