Programming the statistical procedures from SAS

Interpret statistics from PROC GLM

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Occasional Contributor
Posts: 5

Interpret statistics from PROC GLM

[ Edited ]

 

Hi all,

 

I am trying to understand the following question,

 

Customers were surveyed to assess their intent to purchase a product. An analyst divided the customers into groups defined by the company's pre-assigned market segments and tested for difference in the customers' average intent to purchase.

The following is the output from the GLM procedure:

 

source             DF     Sum of square   Mean Square  F value   Pr>F

Model               7        15716.87902     2245.268        64.98     <.0001

Error                146     5044.56             34.5518      

Corrected-       153     20761.44481

 total

 

 

What percentage of customers' intent to purchase is explained by market segment? 

 

Can someone explain this?

 

Thanks

 

 

 

 

Esteemed Advisor
Posts: 5,524

Re: Statistics

Hint: Look up the definition of R-Square in a Statistics textbook.

PG
Occasional Contributor
Posts: 5

Re: Statistics

Thanks for the hint...

 

R-sq= 1- SS error/SS total = 1 - 5044.5657/20761.4448 =0.76=   76%

                                    

Super User
Posts: 10,770

Re: Statistics

15716.87902 / 20761.44481=0.757

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