TU Wien:Methoden der Angewandten Statistik VO (Bura)

Daten

Vortragende	Efstathia Bura
ECTS	4,5
Alias	Methods in Applied Statistics (en)
Letzte Abhaltung	2024W
Sprache	English
Mattermost	methoden-der-angewandten-statistik • Register • Mattermost-Infos
Links	tiss:107329, eLearning

Zuordnungen

Bachelorstudium Informatik	Modul Methoden der Angewandten Statistik (Breite Wahl)
Bachelorstudium Data Engineering & Statistics

Inhalt

• Experiment design: t-tests, confidence intervals, ANOVA models: single and multiple factors, fixed, random, mixed effects. Parameter estimation.
• Categorical data: contingency tables, logistic regression.
• Survival analysis

Ablauf

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Benötigte/Empfehlenswerte Vorkenntnisse

• Basics of test theory: t-test, 1-way ANOVA.
• Understanding of some probability distributions, normal, bernoulli, binomial, t, F.
• Probability calculus, expectation, variance, covariance, ... .
• Some calculus with sums, for the Anova part.
• Basic R knowledge: linear models, Anova, tables.

Vortrag

[WS 2020]: Lectures via Zoom. Talk over slides, annotations on the slides, with bad handwriting. Handwritten annotations are sometimes very hard to read.

Übungen

Dedicated exercises in UE class. Weekly problem set with about 2-5 examples. Sometimes problems that weren't discussed in one class spill over to the next and can then be solved for the later class. Partially R examples, partially hand-written calculus, smaller proofs, derivations.

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Dauer der Zeugnisausstellung

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Materialien

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