+ Reply to Thread
Results 1 to 1 of 1

Thread: Relevant statistical test

  1. #1
    Points: 1,616, Level: 23
    Level completed: 16%, Points required for next Level: 84

    Posts
    14
    Thanks
    1
    Thanked 0 Times in 0 Posts

    Relevant statistical test



    Hello,

    I would like to ask for a help with what relevant statistical test to use.

    I am doing research on internet broadband connection and its specific technologies (ADSL, cable, wireless).

    I have data on quality and prices for couple hundred people over time (2006-2009), showing how many they have paid for their broadband connection per month, what technology they had and what internet speed they had.

    I have created few speed groups (0-512kbps, 513kbps-1mbps, ..., 18mbps-200mbps) and for each group (and each year) and I calculated average speed of the three technologies. So I know that products with speed 1-2mbps were cheaper (and by how much) from ADSL compared to cable and wireless.

    Now I would like to test, whether the differences in means (average prices) between technologies in each speed group are due to random effects or not. I would like to avoid doing 8 separate independent sample t-tests, one for each group, because then I would go from 0,05 to 8*0,05 => 0,4 level of confidence. I would like to test (in each year), whether the different average prices between technologies that I see in all speed groups were due to randomness or are statistically significant.

    What test to use for this? I am using SPSS.... In general I would like to avoid doing 8*4 (8 speed groups and 4 years) independent sample t-tests - that is a lot to present and it seems like that has to be a better way to do this...
    I will be grateful for any tips on how to handle the problem...
    Thank you!!

    ps: a graphical representation of the problem is here: http://is.muni.cz/www/99107/graf.JPG Graph shows ADSL, Cable ("kabel") and wireless ("WiFi") connections and their average price in each speed group. I have more groups, but unless the technology had more than 1% of its customers in certain speed group, I did not report the price. Couple speed groups were left empty (they get filled in later years). And for example in year 2006, speed group 0-512, the differences in average prices are quite small (prices are reported in local currency) so I would like to test where they are due to random effects (chance) or if it is statistically significant.
    Last edited by xbender; 05-04-2011 at 01:14 AM.

+ Reply to Thread

Posting Permissions

  • You may not post new threads
  • You may not post replies
  • You may not post attachments
  • You may not edit your posts








Advertise on Talk Stats