Search result: Course units in Autumn Semester 2016
Statistics Master The following courses belong to the curriculum of the Master's Programme in Statistics. The corresponding credits do not count as external credits even for course units where an enrolment at ETH Zurich is not possible. | ||||||
Core Courses In each subject area, the core courses offered are normally mathematical as well as application-oriented in content. For each subject area, only one of these is recognised for the Master degree. | ||||||
Regression | ||||||
Number | Title | Type | ECTS | Hours | Lecturers | |
---|---|---|---|---|---|---|
401-0649-00L | Applied Statistical Regression | W | 5 credits | 2V + 1U | M. Dettling | |
Analysis of Variance and Design of Experiments | ||||||
Number | Title | Type | ECTS | Hours | Lecturers | |
401-0625-01L | Applied Analysis of Variance and Experimental Design | W | 5 credits | 2V + 1U | L. Meier | |
Multivariate Statistics No course offerings in this semester. | ||||||
Time Series and Stochastic Processes | ||||||
Number | Title | Type | ECTS | Hours | Lecturers | |
401-4623-00L | Time Series Analysis | W | 6 credits | 3G | N. Meinshausen | |
Mathematical Statistics | ||||||
Number | Title | Type | ECTS | Hours | Lecturers | |
401-3621-00L | Fundamentals of Mathematical Statistics | W | 10 credits | 4V + 1U | F. Balabdaoui | |
401-8623-00L | Likelihood Inference (University of Zurich) No enrolment to this course at ETH Zurich. Book the corresponding module directly at UZH. UZH Module Code: STA402 Mind the enrolment deadlines at UZH: Link | W | 5 credits | 3G | University lecturers | |
Specialization Areas and Electives | ||||||
Statistical and Mathematical Courses | ||||||
Number | Title | Type | ECTS | Hours | Lecturers | |
401-3601-00L | Probability Theory This course counts as a core course in the Bachelor's degree programme in Mathematics. Holders of an ETH Zurich Bachelor's degree in Mathematics who didn't use credits from none of the three course units 401-3601-00L Probability Theory, 401-3642-00L Brownian Motion and Stochastic Calculus resp. 401-3602-00L Applied Stochastic Processes for their Bachelor's degree still can have recognised this course for the Master's degree. Furthermore, at most one of the three course units 401-3461-00L Functional Analysis I 401-3531-00L Differential Geometry I 401-3601-00L Probability Theory can be recognised for the Master's degree in Mathematics or Applied Mathematics. | W | 10 credits | 4V + 1U | A.‑S. Sznitman | |
401-3627-00L | High-Dimensional Statistics Does not take place this semester. | W | 4 credits | 2V | P. L. Bühlmann | |
401-3612-00L | Stochastic Simulation | W | 5 credits | 3G | F. Sigrist | |
401-3611-00L | Advanced Topics in Computational Statistics Does not take place this semester. | W | 4 credits | 2V | M. H. Maathuis | |
401-4633-00L | Data Analytics in Organisations and Business | W | 5 credits | 2V + 1U | I. Flückiger | |
401-6217-00L | Using R for Data Analysis and Graphics (Part II) | W | 1 credit | 1G | A. Drewek, A. J. Papritz | |
401-0627-00L | Smoothing and Nonparametric Regression with Examples | W | 4 credits | 2G | S. Beran-Ghosh | |
401-6201-00L | Nonparametric and Resampling Methods Does not take place this semester. Special 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. | W | 2 credits | 2G | ||
401-6221-00L | Nonparametric Regression Special 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. | W | 1 credit | 1G | M. Mächler | |
401-6233-00L | Spatial Statistics Special 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. | W | 1 credit | 1G | A. J. Papritz | |
263-5200-00L | Data Mining: Learning from Large Data Sets | W | 4 credits | 2V + 1U | A. Krause | |
401-6245-00L | Data Mining Special 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. | W | 1 credit | 1G | M. Mächler | |
401-6289-00L | Sampling Surveys Special 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. | W | 2 credits | 1G | B. Hulliger | |
401-6273-00L | Bayes Methods Special 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. | W | 2 credits | 2G | Y.‑L. Grize | |
401-3913-01L | Mathematical Foundations for Finance | W | 4 credits | 3V + 2U | E. W. Farkas, M. Schweizer | |
401-3901-00L | Mathematical Optimization | W | 11 credits | 4V + 2U | R. Weismantel | |
401-6282-00L | Statistical Analysis of High-Throughput Genomic and Transcriptomic Data (University of Zurich) No enrolment to this course at ETH Zurich. Book the corresponding module directly at UZH. UZH Module Code: STA426 Mind the enrolment deadlines at UZH: Link | W | 5 credits | 3G | H. Rehrauer, M. Robinson | |
401-8625-00L | Statistical Methods in Clinical Research (University of Zurich) No enrolment to this course at ETH Zurich. Book the corresponding module directly at UZH. UZH Module Code: STA404 Mind the enrolment deadlines at UZH: Link | W | 5 credits | 3G | University lecturers | |
252-0535-00L | Machine Learning | W | 8 credits | 3V + 2U + 2A | J. M. Buhmann | |
Statistical and Mathematical Courses: not eligible for credits | ||||||
Number | Title | Type | ECTS | Hours | Lecturers | |
401-6215-00L | Using R for Data Analysis and Graphics (Part I) | E- | 1 credit | 1G | A. Drewek, A. J. Papritz | |
Application Areas Students select one area of application and look for suitable courses in which quantitative methods and modeling play a role. They need the consent by the Advisor (Link) that the chosen courses are eligible in the category "Application Areas". For the category assignment of eligible courses keep the choice "no category" and take contact with the Study Administration Office (Link) after having received the credits. The Study Administration Office needs the Advisor's consent. | ||||||
Seminar or Semester Paper | ||||||
Number | Title | Type | ECTS | Hours | Lecturers | |
401-3630-06L | Semester Paper No direct enrolment to this course unit in myStudies. Please fill in the online application form. Requirements and application form under Link (Afterwards the enrolment will be done by the Study Administration.) | W | 6 credits | 9A | Professors | |
401-3630-04L | Semester Paper No direct enrolment to this course unit in myStudies. Please fill in the online application form. Requirements and application form under Link (Afterwards the enrolment will be done by the Study Administration.) | W | 4 credits | 6A | Professors | |
252-5051-00L | Advanced Topics in Machine Learning | W | 2 credits | 2S | J. M. Buhmann, T. Hofmann, A. Krause, G. Rätsch | |
GESS Science in Perspective | ||||||
» Recommended GESS Science in Perspective (Type B) for D-MATH. | ||||||
» see GESS Science in Perspective: Type A: Enhancement of Reflection Capability | ||||||
» see GESS Science in Perspective: Language Courses ETH/UZH | ||||||
Master's Thesis | ||||||
Number | Title | Type | ECTS | Hours | Lecturers | |
401-2000-00L | Scientific Works in Mathematics Target audience: Third year Bachelor students; Master students who cannot document to have received an adequate training in working scientifically. Mandatory for all Bachelor and Master students with matriculation in the autumn semester 2014 or later. Directive Link | O | 0 credits | E. Kowalski | ||
401-4990-02L | Master's Thesis Only students who fulfil the following criteria are allowed to begin with their master's thesis: a. successful completion of the bachelor programme; b. fulfilling of any additional requirements necessary to gain admission to the master programme; c. They have acquired at least 16 credits in the category Core Courses. No direct enrolment to this course unit in myStudies. Please fill in the online application form. Requirements and application form under Link (Afterwards the enrolment will be done by the Study Administration.) | O | 30 credits | 57D | Professors |