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README.md

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 # ProbDistCalc_RShiny
-SOCR Interactive (RShiny) Probability Distribution Calculators
+
+**SOCR Interactive (RShiny) Probability Distribution Calculators**
+
+<a href="https://raw.githubusercontent.com/SOCR/ProbDistCalc_RShiny/master/images/SOCR_ProbDistCalc_Figure.png"></a>
+
+Table of contents
+=================
+
+<!--ts-->
+   * [Table of contents](#table-of-contents)
+   * [Overview](#overview)
+   * [Code](#code)
+   * [Team](#team)
+   * [Acknowledgments](#acknowledgments)
+   * [References](#references)
+<!--te-->
+
+
+Overview
+========
+
+The [SOCR RShiny probability distribution calculators](https://shiny.med.umich.edu/apps/dinov/SOCR_DistribCalc_RShiny_App/) provide interactive vizualizations of probability densities, mass functions, and cumulative distributions, e.g., [bivariate normal distribution](https://socr.umich.edu/HTML5/BivariateNormal/).
+
+Code
+====
+
+The pure HTML5/JavaScript code is available in the [code folder](https://github.com/SOCR/ProbDistCalc_RShiny/tree/master/code). This is implemented as an RShiny app.
+
+Team
+====
+
+[SOCR Team](http://www.socr.umich.edu/people/) including [Ivo D. Dinov](http://umich.edu/~dinov), Jared Chai, and others.
+
+Acknowledgments
+===============
+
+This work is supported in part by NIH grants [P20 NR015331](www.socr.umich.edu/CSCD), [UL1TR002240](https://projectreporter.nih.gov/project_info_description.cfm?aid=9491961&icde=39078316), [P30 DK089503](http://mmoc.med.umich.edu/), [UL1TR002240](https://www.michr.umich.edu), and NSF grants [1916425](http://midas.umich.edu/), [1734853](http://brain-life.org/), [1636840](http://neurosciencenetwork.org/), [1416953](http://distributome.org), [0716055](http://socr.umich.edu) and [1023115](http://distributome.org). Students, trainees, scholars, and researchers from SOCR, BDDS, MIDAS, MICHR, and the broad R-statistical computing community have contributed ideas, code, and support.
+
+References
+==========
+
+* [Probability Distributome Calculators](http://www.distributome.org/V3/calc/index.html), the [Distributome Navigator](http://distributome.org/V3/), [XML distribution metadata](http://www.distributome.org/js/Distributome.xml), and [XML DB validator](http://www.distributome.org/V3/Distributome.xml.html).
+* [Deployed RShiny Webapp](https://shiny.med.umich.edu/apps/dinov/SOCR_DistribCalc_RShiny_App/).
+* [Bivariate Normal Distribution Calculator](https://github.com/SOCR/SOCR_Bivariate_Distributions) and the [SOCR Bivariate Normal Distribution Activity](http://wiki.stat.ucla.edu/socr/index.php/SOCR_BivariateNormal_JS_Activity).
+* [SOCR Distributions](http://www.socr.ucla.edu/htmls/dist/) and [distribution activities](http://wiki.socr.umich.edu/index.php/SOCR_EduMaterials_DistributionsActivities).