447-6191-00L  Statistical Analysis of Financial Data

SemesterAutumn Semester 2019
Lecturers
Periodicitytwo-yearly recurring course
CourseDoes not take place this semester.
Language of instructionEnglish
CommentSpecial Students "University of Zurich (UZH)" in the Master Program in Biostatistics at UZH cannot register for this course unit electronically. Forward the lecturer's written permission to attend to the Registrar's Office. Alternatively, the lecturer may also send an email directly to Link. The Registrar's Office will then register you for the course.



Courses

NumberTitleHoursLecturers
447-6191-00 GStatistical Analysis of Financial Data Special students and auditors need a special permission from the lecturers.
Does not take place this semester.
Block course. For further information see Link
17.5s hrs

Catalogue data

AbstractDistributions for financial data. Volatility models: ARCH- and GARCH models. Value at risk and expected shortfall. Portfolio theory: minimum-variance portfolio, efficient frontier, Sharpe’s ratio. Factor models: capital asset pricing model, macroeconomic factor models, fundamental factor model. Copulas: Basic theory, Gaussian and t-copulas, archimedean copulas, calibration of copulas.
ObjectiveGetting to know the typical properties of financial data and appropriate statistical models, incl. the corresponding functions in R.

Performance assessment

Performance assessment information (valid until the course unit is held again)
Performance assessment as a semester course
ECTS credits2 credits
ExaminersM. Dettling, A. F. Ruckstuhl
Typeungraded semester performance
Language of examinationEnglish
RepetitionRepetition possible without re-enrolling for the course unit.

Learning materials

No public learning materials available.
Only public learning materials are listed.

Groups

No information on groups available.

Restrictions

General : Special students and auditors need a special permission from the lecturers

Offered in

ProgrammeSectionType
CAS in Applied StatisticsFurther CoursesWInformation
DAS in Applied StatisticsElectivesWInformation
Statistics MasterStatistical and Mathematical CoursesWInformation