TU Wien:Methoden der Angewandten Statistik VO (Bura)
- Methoden der Angewandten Statistik UE (Bura) (TU Wien, 0 Materialien)
- Methoden der Angewandten Statistik VO (Avalos Pacheco) (TU Wien, 0 Materialien)
- Methoden der Angewandten Statistik VO (Bura) (TU Wien, 0 Materialien)
Daten[Bearbeiten | Quelltext bearbeiten]
| Vortragende | Efstathia Bura |
|---|---|
| ECTS | 4,5 |
| Alias | Methods in Applied Statistics (en) |
| Letzte Abhaltung | 2025W |
| Sprache | English |
| Mattermost | methoden-der-angewandten-statistik • Register • Mattermost-Infos |
| Links | tiss:107329, eLearning |
| Bachelorstudium Informatik | Modul Methoden der Angewandten Statistik (Breite Wahl) |
| Bachelorstudium Data Engineering & Statistics |
Inhalt[Bearbeiten | Quelltext bearbeiten]
- 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[Bearbeiten | Quelltext bearbeiten]
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Benötigte/Empfehlenswerte Vorkenntnisse[Bearbeiten | Quelltext bearbeiten]
- 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[Bearbeiten | Quelltext bearbeiten]
[WS 2020]: Lectures via Zoom. Talk over slides, annotations on the slides, with bad handwriting. Handwritten annotations are sometimes very hard to read.
[WS 2025] In person lectures, talking over slides.
Übungen[Bearbeiten | Quelltext bearbeiten]
Dedicated exercises in UE class. Weekly problem set with about 4-6 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.
Prüfung, Benotung[Bearbeiten | Quelltext bearbeiten]
One exam at the end where you can have a cheat-sheet. The exam is not hard, however there is a lot to write and calculate.
Dauer der Zeugnisausstellung[Bearbeiten | Quelltext bearbeiten]
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Zeitaufwand[Bearbeiten | Quelltext bearbeiten]
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Unterlagen[Bearbeiten | Quelltext bearbeiten]
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Tipps[Bearbeiten | Quelltext bearbeiten]
I'd recommend using all the examples that you can do by hand.. by hand so you get used to working like that. Thats what you have to do at the exam.
Highlights / Lob[Bearbeiten | Quelltext bearbeiten]
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Verbesserungsvorschläge / Kritik[Bearbeiten | Quelltext bearbeiten]
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