SAS Demo | Using SAS to Quickly Simulate Data from Different Distributions
In this SAS demo, Beth Ebersole of SAS demonstrates using SAS Studio on Viya to create and plot different probability density functions and simulate data from different distributions.
Beth Ebersole is a Principal Analytical Consultant with SAS. She has 30 years of experience in science and analytics, and a master's degree in biostatistics from the Johns Hopkins University in Baltimore, Maryland, USA. She develops and conducts machine learning, analytics, forecasting, and AI trainings at SAS.
Content Outline
00:00 – Use SAS to Quickly Simulate and Graph Data from Different Distributions
00:12 – Why Distributions are Important
01:09 – Common Distributions
01:16 – Normal (Gaussian) Distribution
01:55 – Negative Binomial Distribution
02:32 – Poisson Distribution
03:11 – Gamma Distribution
03:24 – Demonstration - Use SAS to Quickly Simulate and Graph Data from Different Distributions
Related Resources
◉ RAND Function SAS Documentation – https://go.documentation.sas.com/doc/...
◉ PDF BINOMIAL Distribution Functions SAS Documentation – https://go.documentation.sas.com/doc/...
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