This repository contains all materials for the Network Modeling for High-Dimensional Data course given at the 31st International Biometric Conference (IBC2022) hosted by the International Biometric Society. Course information can be found here.
The course is divided in 4 submodules. Each submodule consists of a short lecture integrated with a corresponding, hands-on practical.
-
09:00-10:30. Part I: Extracting, visualizing and analyzing single networks
R package used: rags2ridges
-
10:30-11:00. Break
-
11:00-12:30. Part II: Jointly extracting, visualizing and analyzing multiple networks
R package used: rags2ridges
-
12:30-13:30. Lunch break
-
13:30-15:00. Part III: Extracting, visualizing and analyzing networks from time-course data
R package used: ragt2ridges
-
15:00-15:30. Break
-
15:30-17:00. Part IV: Miscellanea and extensions
R package used: porridge
Materials:
IBC2022_Networks_ShortCourse_PartI.pdf: Presentation for Part I with explanations and exercisesPart_I_Handout.HTML: Exercise and code file containing additional explanations for Part IIBC2022_Networks_ShortCourse_PartII.pdf: Presentation for Part II with explanations and exercisesPart_II_Handout.HTML: Exercise and code file containing additional explanations for Part IIFusedOptimal.Rdata: Rdata object to be (possibly) used during exercises
This repository can be cloned. One can also download the materials by pressing the green 'Clone or download' button and choosing 'Download ZIP'.