Multivariate Data analysis Workshop at UC Davis 2012
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The document announces an introductory workshop on multivariate data analysis and visualization scheduled for August 20-24, led by Dmitry Grapov and John W. Newman. Participants will receive hands-on training with real-world data and learn to enhance data management for grant proposals. The workshop will cover various topics, including data pre-treatment, outlier detection, and multivariate predictive modeling.
Multivariate Data analysis Workshop at UC Davis 2012
- 1. Introductory Workshop August 20-24th for Multivariate Data Analysis and Visualization Dmitry Grapov & John W. Newman •Get hands-on training with real- world data using freely available tools. •Learn how to strengthen your data management and sharing plan for grant proposals. Register at: http://www.cevs.ucdavis.edu/confreg/?confid=578
- 2. My experience with Multivariate Data •Developed: targeted lipidomics platform •Researched: obesity, type 2 diabetes, atherosclerosis, hypertension, inflammation and asthma •Designed: open source multivariate data analysis and visualization software
- 3. Methodology Hypotheses Results Non-informative randomly informative Analysis informative
- 4. Univariate Analysis Hypotheses Biological Targets Samples
- 5. Multivariate Analysis Hypotheses Biological Targets Samples
- 6. Perception: Univariate Multivariate
- 7. Perspective: Univariate Multivariate
- 8. Context: Multivariate Univariate http://anna-lys.blogspot.com/2009/12/mute-monday-visual-perception-in.html
- 9. Multivariate Inference Hypotheses Biological Targets?
- 10. Zen of Multivariate Data Analysis Exploration Correlation Modeling Networking
- 11. Join us August 20-24th Hands on Topics •Data pre-treatment •Outlier Detection •Analysis of Correlations •Unsupervised Exploration •Multivariate Predictive Modeling •Networks •Feature Selection •Dimensional reduction Resources The R Project for Statistical Computing http://www.r-project.org/ imDEV: interactive modules for Data Exploration and Visualization http://sourceforge.net/apps/mediawiki/imdev email: dgrapov@ucdavis.edu
- 12. Acknowledgements AgChem Newman Lab Designated Emphasis in Biotechnology (DEB) NIH This project is funded in part by the NIH grant NIGMS-NIH T32-GM008799, USDA-ARS 5306-51530-019-00D, and NIH-NIDDK R01DK078328 -01.