SOCR Intro UMich 2018
Contents
SOCR News & Events: Introduction to the Statistics Online Computational Resource (SOCR)
Logistics
- Event: May 2018 Health Behavior and Biological Sciences Department Meeting
- Place/Time: 3-4 PM, 400 N. Ingalls (Suite #1330, 400 NIB)
- Presenter: Ivo D Dinov
Abstract
SOCR Services
- Consultations on data analytic problems, computational challenges, statistical methods
- Methodological support for research studies, grant applications, and publications,
- Technology support for data management, wrangling, visualization, and interrogation of complex, multi-source, heterogeneous biomedical and health data,
- High-performance, large-memory computing services, and
- Biomedical informatics, health analytics, and machine-learning classification, prediction and clustering.
Coverage
As time permits, we will cover some of the topics listed below.
SOCR Tools
The Statistics Online Computational Resource (SOCR) provides tools and services for capturing and interrogating biomedical and healthcare data. These include SOCR Analytical Toolkit (SOCRAT), SOCR Data Dashboard Webapp, SOCR PubMed Navigator, Motion Charts, Randomization, Resampling and Simulation Webapp Violin Chart, Interactive (3D) Bivariate Normal Distribution Calculator webapp, Normal Distribution Calculator, Distributome Probability Calculators, Virtual Experiments, Simulators, Probability Distributome Navigator, Econometrics Webapps, XTK/HTML5 Brain Viewer and BrainBook Painter, DataSifter: Sharing and Obfuscation of Sensitive Data, CBDA: Compressive Big Data Analytics, 2D Interactive Voronoi Tessellation App, SOCR t-SNE Dimensionaltiy Reduction (TensorBoard) UKBB Machine Learning Modules, SOCR GitHub Resources, Apps, Code, Tools, and other Services.
References
- URL: http://wiki.socr.umich.edu/index.php/SOCR_News_2018_UMSN_SummerInstitute
- Dinov, ID, 2018. Data Science and Predictive Analytics: Biomedical and Health Applications using R, Springer, Computer Science, ISBN 978-3-319-72346-4.
- Data Science and Predictive Analytics (DSPA) Website: http://predictive.space
- Publications
- SOCR Home page: http://www.socr.umich.edu
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