Inhalt

[ 170EFOMESSU21 ] UE Introduction to Inferential Statistics

Versionsauswahl
(*) Unfortunately this information is not available in english.
Workload Education level Study areas Responsible person Hours per week Coordinating university
3 ECTS B1 - Bachelor's programme 1. year Statistics Christine Duller 2 hpw Johannes Kepler University Linz
Detailed information
Pre-requisites (*)keine
Original study plan Diploma programme Business Education 2025W
Learning Outcomes
Competences
(*)
  • Die Studierenden sind in Lage, Stichprobendaten mit Bezug auf die Grundgesamtheit zu analysieren
Skills Knowledge
(*)
  • Wahrscheinlichkeiten in Excel berechnen und interpretieren können (k2),
  • Schätzen und statistisches Testen in in gängigen Statistik-Programmen (z. B. Excel und SPSS) durchführen können (k3)
BITTE BEARBEITEN random experiment, random variable, event, (pairwise) disjunct events, complementary event, Laplace definition of probability, Kolmogorov's axioms, conditional probability, stochastic independent events

discrete distributions: probability and distribution function, graphical representation of discrete distributions,expectation and variance, Bernoulli distribution; discrete uniform, binomial and hypergeometric distribution, approximation of discrete distributions

continuous distributions: density and distribution function and their graphical representation, expectation and variance, uniform and normal distribution, approximations, central limit theorem

sample distribution, representative sample, random sample

estimation: unbiasedness, consistency, point and interval estimation for proportions (Normal approximation) and means

hypothesis testing: basic concepts, tests for proportion (Normal approximation) and means (one sample t-test), Chi-square test for independence

Criteria for evaluation homework and exam
Methods presentation by the instructor

computer work in class

presentation of homework by students and discussion

Language German
Study material C. Duller, Einführung in die Statistik mit Excel und SPSS
Changing subject? No
Corresponding lecture (*)1MSMLU19: UE Einführung in die Methodenlehre I (3 ECTS)
Earlier variants They also cover the requirements of the curriculum (from - to)
551GRUSESSU14: UE Introduction To Inferential Statistics (2014W-2021S)
On-site course
Maximum number of participants 40
Assignment procedure Assignment according to priority