BookmarkSubscribeRSS Feed
swapnilsoni
Fluorite | Level 6

how coefficients are estimated in VAR model in sas? why proc varmax output and proc reg outputs are same?

 

Please check the following programs:

 

/*Program-1: VARMAX PROCEDURE*/

/*Estimate VAR(1) model with all 3 variables (Trivariate)*/

proc varmax data=sashelp.class ;

model Age Weight Height/p=1 ;

run;

 

/*PROGRAM2: REG PROCEDURE*/

/*Let's replicate this using PROC REG with newly created dataset with manual lags*/

/*New dataset*/

data lag_data;

set sashelp.class;

Age_l=lag(Age);

Weight_l=lag(Weight);

Height_l=lag(Height);

run;

/*Use PROC REG: gives same result as above*/

proc reg data=lag_data;

model Age=Age_l Weight_l Height_l;

run;

 

Concern: Both are giving same output. This should not happen since VAR uses multivariate OLS not conventional OLS used in Regression. If not so the what is use of VAR?

1 REPLY 1
gergely_batho
SAS Employee
Parameter estimates should be the same, standard errors and p-values should be different.
Please someone correct me if I’m wrong.

sas-innovate-2024.png

Don't miss out on SAS Innovate - Register now for the FREE Livestream!

Can't make it to Vegas? No problem! Watch our general sessions LIVE or on-demand starting April 17th. Hear from SAS execs, best-selling author Adam Grant, Hot Ones host Sean Evans, top tech journalist Kara Swisher, AI expert Cassie Kozyrkov, and the mind-blowing dance crew iLuminate! Plus, get access to over 20 breakout sessions.

 

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.

Click image to register for webinarClick image to register for webinar

Classroom Training Available!

Select SAS Training centers are offering in-person courses. View upcoming courses for:

View all other training opportunities.

Discussion stats
  • 1 reply
  • 771 views
  • 0 likes
  • 2 in conversation