[ 951STMOSTLK14 ] KV Statistical Learning

Workload Education level Study areas Responsible person Hours per week Coordinating university
4 ECTS M1 - Master's programme 1. year Statistics Helmut Waldl 2 hpw Johannes Kepler University Linz
Detailed information
Original study plan Master's programme Statistics 2021W
Objectives Students are familiar with methods for supervised and unsupervised learning
Subject classification methods

discriminant analysis

regression trees


Criteria for evaluation Exam Project
Methods Lecture

Language English
Study material Hastie T., Tibshirani R. and Friedman J. (2009). The elements of statistical learning.
Changing subject? No
Corresponding lecture in collaboration with 951STMOARAK14: KV Advanced Regression Analysis (4 ECTS) equivalent to
4MSMV2KV: KV Multivariate Verfahren II (8 ECTS)
On-site course
Maximum number of participants 40
Assignment procedure Assignment according to priority