Advanced Statistics (AM_470826)

samenvatting is in engels geschreven omdat tentamen ook in engels is, voor tentamen 8,2 gehaald m.b.v. de samenvatting

Summary of the video lectures provided on canvas. Can be used for the exam as well as the computer practicals.

Notes of all lectures except surveillance

All the practical information on clustered data and longitudinal data in a very compact version. How to apply the appropriate analysis step by step? How to interpret the results? - General information about Standard regression analysis (linear and logistic), Clustered data and Longitudinal data. Basic principles for both clustered and longitudinal data (linear and logistic), which are the Mixed model analysis (MMA), GEE-analysis, Growth curve analysis and Latent class growth models (LCGM).

This document has the summary and easy overview of all lectures (1-12) given in the Advanced Statistics course in 2020/2021.

This document contains complete notes of the lectures of advanced statistics (lecture 1-12) given in 2020/2021. Course is part of the master Health Sciences at the VU

In this document you will find all the lectures of the course advanced statistics. It is a complete document in which the pre-recorded lectures are fully elaborated and typed out. first, it includes alle the 3 recap lectures on regression, followed by the regular lectures about mixed models (multilevel analysis), GEE analysis and longitudinal data analysis, etc. I got a 9.1 for my exam with this document!

Complete lectures 1 - 6 Advanced statistics

Samenvatting van het vak advanced statistics. Boek applied multilevel analysis van Twisk, hoofdstuk 1-4, 5, 8. Boek applied longitudinal data analysis for epidemiology hoofdstuk 2-10. Dit is alle stof voor het examen. Stof van de hoorcolleges is ook toegevoegd in de samenvatting. Sumamry of the course advanced statistics. Chapter 1-4, 5, 8 from Applied Multilevel Analysis and chapter 2-10 from Applied Longitudinal Data Analyiss for Epidemiology. Lectures are also summarized.