BookmarkSubscribeRSS Feed
e3flator
Calcite | Level 5

I would like to know if in proc iml there is a command similar to the “By” command of many SAS procedures. I have to create a matrix product t(x)*A*x  using the same matrix A but different x vectors.

All x vectors are stored in the same dataset (INPUT) which has a varaible used to filter the different vectors.

  1. E.g.

BY_VARIABLE

X

AT

X1

AT

X2

DE

X1

DE

X2

FR

X1

….

 

Currently I make a cycle on the different values of BY_VARIABLE, filter the dataset based on that value, make the proc iml and store the output in a dataset. I would like to know if it’s possible to use the entire INPUT dataset in the proc iml, specify which is the BY variable and output a dataset with the BY_VARIABLE and the results of the matrix product for each value. 

Thanks in advance

Federica

1 REPLY 1
Rick_SAS
SAS Super FREQ

There is not a BY statement because the SAS/IML statement operates on matrices, not just vectors.  (It also has a DO loop and other features for processing multiple groups.)

For your example, let Y be the matrix whose i_th column is the vector for the i_th value of the BY variable.  Then

M = t(Y)*A*Y

computes all products that appear in the output data set.  There is no need to filer the data prior to calling PROC IML, nor to create/append multiple data sets.  One IML operation is all it takes.

SAS Innovate 2025: Register Now

Registration is now open for SAS Innovate 2025 , our biggest and most exciting global event of the year! Join us in Orlando, FL, May 6-9.
Sign up by Dec. 31 to get the 2024 rate of just $495.
Register now!

Multiple Linear Regression in SAS

Learn how to run multiple linear regression models with and without interactions, presented by SAS user Alex Chaplin.

Find more tutorials on the SAS Users YouTube channel.

From The DO Loop
Want more? Visit our blog for more articles like these.
Discussion stats
  • 1 reply
  • 1060 views
  • 0 likes
  • 2 in conversation