Difference between revisions of "SOCR Intro UMich 2018"

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* '''Presenter''': [http://www.umich.edu/~dinov/ Ivo D Dinov]
 
* '''Presenter''': [http://www.umich.edu/~dinov/ Ivo D Dinov]
  
==Abstract==
+
==Outline==
 
[[Image:SOCR_Logo_April_2018.png|150px|thumbnail|right| [http://socr.umich.edu SOCR Resource] ]]
 
[[Image:SOCR_Logo_April_2018.png|150px|thumbnail|right| [http://socr.umich.edu SOCR Resource] ]]
 
The Statistics Online Computational Resource (SOCR) designs, validates and freely disseminates knowledge. SOCR provides portable online aids for probability, statistics, and health science education, promotes technology-enhanced instruction, supports efficient statistical computing, and advances predictive big data analytics. The SOCR infrastructure includes a repository of interactive applets, computational webapps, graphing tools, instructional resources, challenging case-studies, learning materials, and many curricular components.
 
The Statistics Online Computational Resource (SOCR) designs, validates and freely disseminates knowledge. SOCR provides portable online aids for probability, statistics, and health science education, promotes technology-enhanced instruction, supports efficient statistical computing, and advances predictive big data analytics. The SOCR infrastructure includes a repository of interactive applets, computational webapps, graphing tools, instructional resources, challenging case-studies, learning materials, and many curricular components.
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* [[SOCR_Data | SOCR Datasets and Challenging Case-studies]]
 
* [[SOCR_Data | SOCR Datasets and Challenging Case-studies]]
 
* [[SOCR_Books|Electronic Textbooks]]: [[EBook| Probability and Statistics EBook]], [[SMHS | Scientific Methods for Health Sciences]], [http://dspa.predictive.space Data Science and Predictive Analytics]
 
* [[SOCR_Books|Electronic Textbooks]]: [[EBook| Probability and Statistics EBook]], [[SMHS | Scientific Methods for Health Sciences]], [http://dspa.predictive.space Data Science and Predictive Analytics]
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* [[SOCR_News | SOCR News & Events]]
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* [http://www.socr.umich.edu/html/SOCR_UserGoogleMap.html SOCR Global Users]
  
  
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* Dinov, ID, 2018. [http://www.springer.com/us/book/9783319723464 Data Science and Predictive Analytics: Biomedical and Health Applications using R], Springer, Computer Science, ISBN 978-3-319-72346-4.
 
* Dinov, ID, 2018. [http://www.springer.com/us/book/9783319723464 Data Science and Predictive Analytics: Biomedical and Health Applications using R], Springer, Computer Science, ISBN 978-3-319-72346-4.
 
* [http://predictive.space Data Science and Predictive Analytics (DSPA) Website: http://predictive.space]  
 
* [http://predictive.space Data Science and Predictive Analytics (DSPA) Website: http://predictive.space]  
 +
* [http://socr.umich.edu/html/SOCR_Funding.html SOCR Funding]
 
* [[SOCR_Intro_UMich_2018 | This summary, links and materials are available online: http://wiki.socr.umich.edu/index.php/SOCR_Intro_UMich_2018]].
 
* [[SOCR_Intro_UMich_2018 | This summary, links and materials are available online: http://wiki.socr.umich.edu/index.php/SOCR_Intro_UMich_2018]].
  

Revision as of 11:36, 23 April 2018

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

Logistics

Outline

The Statistics Online Computational Resource (SOCR) designs, validates and freely disseminates knowledge. SOCR provides portable online aids for probability, statistics, and health science education, promotes technology-enhanced instruction, supports efficient statistical computing, and advances predictive big data analytics. The SOCR infrastructure includes a repository of interactive applets, computational webapps, graphing tools, instructional resources, challenging case-studies, learning materials, and many curricular components.

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.


Examples of specific SOCR Resurces


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.


SOCR Team

References





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