Voor toegepaste biostatistiek in de 1e master Biomedische Wetenschappen.
Alle commando's uit de 6 video's uitgeschreven in een document met extra uitleg & toegepaste voorbeelden uit de video's.
Inhoud
1. Simpele lineaire regressie: dataset met 1x en 1y ....................................................................2
1.1. Regressierechte weergeven ........................................................................................2
1.2. Samenvatting van regressie.........................................................................................2
1.3. F-test voor simpele lineaire regressie ...........................................................................2
2. Simpele lineaire regressie: dataset met meerdere x’en en 1y ..................................................2
2.1. Aanmaken subset ......................................................................................................2
2.2. Simpele lineaire regressie op 2 variabelen ....................................................................2
2.3. Meervoudige lineaire regressie ...................................................................................2
2.4. Berekenen van confidentie-interval voor x-variabele ......................................................2
2.5. Berekenen van predictie-interval voor y van 1 individu...................................................2
2.6. Berekenen van confidentie-interval voor gemiddelde x van een groep personen ...............2
3. Assumpties voor simpele & multipele lineaire regressie .........................................................3
3.1. Normale verdeling residuals voor x1 en y .....................................................................3
3.2. Residual plot .............................................................................................................3
3.3. Cooks afstand............................................................................................................3
3.3.1. Wanneer heeft een observatie een hoge invloed? .....................................................3
3.4. Simpele lineaire regressie op nieuwe dataset zonder outliers .........................................3
4. ANOVA, ANCOVA en correlatie ............................................................................................4
4.1. Kolom als categorische variabele instellen ....................................................................4
4.2. Nieuwe dataset maken zonder bepaalde waarden .........................................................4
4.3. ANOVA .....................................................................................................................4
4.4. T-testen ....................................................................................................................4
4.4.1. Zonder correctie ....................................................................................................4
4.4.2. Met Bonferroni correctie ........................................................................................5
4.5. Assumpties voor ANOVA ............................................................................................5
4.5.1. Normaliteit respons variabele in elke groep ..............................................................5
4.5.2. Homogeniteit van varianties: Bartlett test .................................................................5
4.6. Kruskal-Wallis test: non-parametrische test ..................................................................5
4.7. ANCOVA ...................................................................................................................5
4.8. Berekenen correlatiecoëfficiënt ...................................................................................6
5. Logistische regressie, sensitiviteit en specificiteit ...................................................................6
5.1. Logistische regressie ..................................................................................................6
5.2. Odds ratio, sensitiviteit en specificiteit .........................................................................6
The benefits of buying summaries with Stuvia:
Guaranteed quality through customer reviews
Stuvia customers have reviewed more than 700,000 summaries. This how you know that you are buying the best documents.
Quick and easy check-out
You can quickly pay through credit card or Stuvia-credit for the summaries. There is no membership needed.
Focus on what matters
Your fellow students write the study notes themselves, which is why the documents are always reliable and up-to-date. This ensures you quickly get to the core!
Frequently asked questions
What do I get when I buy this document?
You get a PDF, available immediately after your purchase. The purchased document is accessible anytime, anywhere and indefinitely through your profile.
Satisfaction guarantee: how does it work?
Our satisfaction guarantee ensures that you always find a study document that suits you well. You fill out a form, and our customer service team takes care of the rest.
Who am I buying these notes from?
Stuvia is a marketplace, so you are not buying this document from us, but from seller noavdn. Stuvia facilitates payment to the seller.
Will I be stuck with a subscription?
No, you only buy these notes for $10.58. You're not tied to anything after your purchase.
