SAS Procedures

Help using Base SAS procedures
BookmarkSubscribeRSS Feed
trash
Fluorite | Level 6
Let X and Y be independent random variables from the bivariate normal distribution where
X ~ N(μ1= 15,σ1^2= 5) and Y ~ N(μ2= 10,σ2^2= 3). Generate 10000 random numbers for X and Y using the
Box Muller transformation.
-Print a histogram for both X and Y and supply the appropriate descriptive statistics to verify your
requirements.
-Print a Contour and Surface plot in SAS.
 
I don't know how to begin. I can't seem to find anything helpful for Box Muller Transformations coding. 
 
3 REPLIES 3
PGStats
Opal | Level 21

You could try looking up Box-Muller on Wikipedia, for a start.

PG
PaigeMiller
Diamond | Level 26

You could also search SAS Help for "box muller". Hint: it's in there!

--
Paige Miller
Rick_SAS
SAS Super FREQ

The Box-Mueller transformation is a way to generate a random normal variates from two uniform variates. 

1. Learn how to generate uniform random variates in SAS in the DATA step.

2. Use DATA step programming to combine the uniform variates to form a normal variate.

 

I suggest looking into PROC UNIVARIATE when you are ready to generate descriptive statistics that indicate that the sample statistics for X and Y are close to the parameters in the population.

 

For the contour plot and surface plot, I suggest you look at PROC KDE, which can produce bivariate plots of density.

sas-innovate-white.png

Our biggest data and AI event of the year.

Don’t miss the livestream kicking off May 7. It’s free. It’s easy. And it’s the best seat in the house.

Join us virtually with our complimentary SAS Innovate Digital Pass. Watch live or on-demand in multiple languages, with translations available to help you get the most out of every session.

 

Register now!

What is Bayesian Analysis?

Learn the difference between classical and Bayesian statistical approaches and see a few PROC examples to perform Bayesian analysis in this video.

Find more tutorials on the SAS Users YouTube channel.

SAS Training: Just a Click Away

 Ready to level-up your skills? Choose your own adventure.

Browse our catalog!

Discussion stats
  • 3 replies
  • 1993 views
  • 2 likes
  • 4 in conversation