SOCR Intro UMich 2018

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SOCR News & Events: Introduction to the Statistics Online Computational Resource (SOCR)

Logistics

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





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