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Numerical Methods (SFI)

Descrizione

Course Objectives
This course develops basic numerical quantitative methods. We put emphasis on understanding the theoretical underpinnings, but in particular also the numerical implementation. Basis for our exercises will be common problems in economics and finance. After taking the course, students will be able to identify and implement solutions to many applied problems in R.

Course Description
Starting from a quick review of programming and algorithms, we will investigate interpolation, numerical integration (including Monte Carlo methods), finite differences, and ordinary differential equations. We will also develop more advanced concepts, including Fourier series, and the Fourier transform, as well as convolution, filtering and sampling.

Learning Methods
There will be an equal amount of theory sections and practice sessions. Practice sessions will be based on problems supplied in the theory section, and be held in computer labs, where the students will solve problems under supervision.

Examination Information
There will be a final exam in the computer lab accounting for 100% of the grade.

Required Material
There is no particular text book used. All material will be developed and presented in class.

Persone

 

Schneider P.

Docente titolare del corso

Tedeschini D.

Assistente

Informazioni aggiuntive

Semestre
Primaverile
Anno accademico
2017-2018
ECTS
6
Offerta formativa
Bachelor of Arts in Scienze economiche, Corso di specializzazione, 3° anno

Master of Science in Economics in Banking and Finance, Corso a scelta, 2° anno

Master of Science in Economics in Finance, Corso di base, 2° anno