event thumbnail image
Machine Learning in Systems Biology
Pascal

Mixture model of regressions for ChIP-chip experiment analysis

coauthor: Tristan Mary-Huard, UMR 518 AgroParisTech/INRA
You might be experiencing some problems with Your Video player.
Slides
0:00 Regression Mixture Model for ChIP-chip AnalysisDetecting Hybridization in ChIP-Chip Data
0:59 - ChIP-Chip Technology and Biological Question
3:20 - Unsupervised Classification Problem
5:06 - About Logratios - 1
5:59 - About Logratios - 2
6:54 - Mixture Model
8:09 - Parameter Estimation and Probe Classification
9:55 - Result
11:03 Limiting False Detections
13:03 - Promoter DNA Methylation in the Human Genome
15:32 - NimbleGen Tiling Array of Arabidopsis Thaliana - Data & Chloroplastic Genome
18:34 - NimbleGen Tiling Array of Arabidopsis Thaliana - Peak Detection
20:35 - imbleGen Tiling Array of Arabidopsis Thaliana - Biological Validation
22:46 - Questions
28:25 - About Logratios - 2 - Questions

Lecture rating

People found this lecture:
Worth seeing
because it is:
 Valuable and informative
Well presented
Easily understandable
Acceptably recorded
You need to login to cast your vote.

Report a problem or upload files

If you have found a problem with this lecture or would like to send us extra material, articles, exercises, etc., please use our ticket system to describe your request and upload the data.
Enter your e-mail into the 'Cc' field, and we will keep you updated with your request's status.

Link this page

Would you like to put a link to this lecture on your homepage?
Go ahead! Copy the HTML snippet !

Write your own review or comment: