Inhalt

[ 921CGELST2K21 ] KV (*)Statistics 2

Versionsauswahl
(*) Leider ist diese Information in Deutsch nicht verfügbar.
Workload Ausbildungslevel Studienfachbereich VerantwortlicheR Semesterstunden Anbietende Uni
3 ECTS M1 - Master 1. Jahr Informatik Thomas Forstner 2 SSt Johannes Kepler Universität Linz
Detailinformationen
Quellcurriculum Masterstudium Computer Science 2025W
Lernergebnisse
Kompetenzen
(*)Students understand advanced methods of inductive statistics with focus on parametric and non-parametric statistical test procedures. They can analyze data using these methods and can interpret complex statistical methods and results.
Fertigkeiten Kenntnisse
(*)Students understand and can apply/calculate:

  • parametric statistical tests for continuous data (K2, K3, K5)
  • sample size estimation and power-analysis for parametric tests (K2, K3, K5)
  • non-parametric statistical tests for continuous and/or rank data (K2, K3, K5)
  • statistical tests for categorical data (K2, K3, K5)
  • basic analysis of variance (K2, K3, K5)
  • summary of fit statistics for binary classification systems (K2, K3, K5)
  • odds-ratios and risk-ratios (K2, K3, K5)
  • summary statistics for association/correlation (K2, K3, K5)
  • partial correlation coefficients (K2, K3, K5)
(*)Students have knowledge about:

  • the application of complex statistical methods
  • the interpretation of statistical results
  • parametric and non-parametric statistical hypotheses testing
  • using a statistical program package like R
Beurteilungskriterien (*)
  • short weekly homework assignments
  • exam at the end of semester
  • each part is weighted with 50% regarding the final grade
Lehrmethoden (*)
  • lecture by instructor
  • weekly homework assignments and presentation/discussion of these assignments
  • live-coding in R
Abhaltungssprache Englisch
Literatur (*)slides provided by instructor, available in Moodle
Lehrinhalte wechselnd? Nein
Sonstige Informationen (*)department homepage: www.systat.jku.at
Frühere Varianten Decken ebenfalls die Anforderungen des Curriculums ab (von - bis)
INMAWKVSTA2: KV Statistik 2 (2007W-2021S)
Präsenzlehrveranstaltung
Teilungsziffer -
Zuteilungsverfahren Direktzuteilung