SOCR Bivariate Distributions

Interactive Bivariate Distribution Calculators

Table of contents

• Table of contents
• Overview
• Code
• Team
• Acknowledgments
• References

Overview

The SOCR bivariate distribution calculators provide interactive 2D and 3D vizualization of joint bivariate probability distributions, e.g., bivariate normal distribution.

Code

The pure HTML5/JavaScript code is available in the code folder.

Team

SOCR Team including Ivo D. Dinov, Mark Bobrovnikov, and others.

Acknowledgments

This work is supported in part by NIH grants P20 NR015331, UL1TR002240, P30 DK089503, UL1TR002240, and NSF grants 1916425, 1734853, 1636840, 1416953, 0716055 and 1023115. Students, trainees, scholars, and researchers from SOCR, BDDS, MNORC, MIDAS, MADC, MICHR, and the broad R-statistical computing community have contributed ideas, code, and support.

References

• BVN App1 (WebGL) and BVN App2 (Plotly).
• SOCR Bivariate Normal Distribution Activity.
• Bobrovnikov, M, Chai, JT, and Dinov, ID. (2022) Interactive Visualization and Computation of 2D and 3D Probability Distributions, SN Computer Science, DOI: 10.1007/s42979-022-01206-w, in press.
• Chai, JT, Bobrovnikov, M, and Dinov, ID. (2022) Probability Distributome - Computing, Visualization, and Instruction, IASE 2021 Conference Proceedings, Statistics Education in the Era of Data Science, DOI: 10.52041/iase.pdsxt, online first.
• Dinov, ID, Kamino, S, Bhakhrani, B, Christou, N. (2013) Technology-enhanced Interactive Teaching of Marginal, Joint and Conditional Probabilities: The Special Case of Bivariate Normal Distribution, Teaching Statistics, 35(3):131–139, DOI: 10.1111/test.12012.