[ 951STCO14 ] Subject Statistical Concepts

Workload Mode of examination Education level Study areas Responsible person Coordinating university
12 ECTS Accumulative subject examination M1 - Master's programme 1. year Statistics Andras Quatember Johannes Kepler University Linz
Detailed information
Original study plan Master's programme Statistics 2021W
Objectives Students are familiar with concepts and methods in experimental design, computational statistics and Bayesian analysis
Subject Basic concepts in experimental design (randomization, blocking, replication), optimal design of experiments, design algorithms

Bayesian inference, choice of prior distributions, numerical methods for Bayesian inference

Methods for nonlinear optimization, numerical integration, Jackknife and Bootstrap

Subordinated subjects, modules and lectures