Rainer M Krug
2006-Nov-01 16:31 UTC
[R] Compare linear regressios for significant differences of the slopes
Hi I have (8 measures * 96 groups) = 768 datasets for which I did linear regressions using lm(). Now I want to compare the slopes for each of the 8 measures in each of the 96 groups. As I understand , I can not use> anova(lm1, ..., lm8)as the lm1 ... lm8 are based on different datasets. I also read in previous discussions in this list, that I can see if the slope +- stddev(slope) overlap, but this seems a long process for the huge number of comparisons. Therefore my question: is there a way to compare the slopes of lm() which are based on different datasets and what is the easiest way to do it for this large number of datasets? Thanks in advance for your help, Rainer -- Rainer M. Krug, Dipl. Phys. (Germany), MSc Conservation Biology (UCT) Department of Conservation Ecology and Entomology University of Stellenbosch Matieland 7602 South Africa Tel: +27 - (0)72 808 2975 (w) Fax: +27 - (0)21 808 3304 Cell: +27 - (0)83 9479 042 email: RKrug at sun.ac.za Rainer at krugs.de
Rainer M Krug
2006-Nov-03 07:12 UTC
[R] Compare linear regressios for significant differences of the slopes
Hi I haven't received any ideas yet - I just wanted to confirm if this is a simple question? Should I follow the idea of checking if slope +- stddev slope overlap? Thanks, Rainer Rainer M Krug wrote:> Hi > > I have (8 measures * 96 groups) = 768 datasets for which I did linear > regressions using lm(). > > Now I want to compare the slopes for each of the 8 measures in each of > the 96 groups. As I understand , I can not use >> anova(lm1, ..., lm8) > as the lm1 ... lm8 are based on different datasets. > > I also read in previous discussions in this list, that I can see if the > slope +- stddev(slope) overlap, but this seems a long process for the > huge number of comparisons. > > Therefore my question: is there a way to compare the slopes of lm() > which are based on different datasets and what is the easiest way to do > it for this large number of datasets? > > Thanks in advance for your help, > > Rainer >-- Rainer M. Krug, Dipl. Phys. (Germany), MSc Conservation Biology (UCT) Department of Conservation Ecology and Entomology University of Stellenbosch Matieland 7602 South Africa Tel: +27 - (0)72 808 2975 (w) Fax: +27 - (0)21 808 3304 Cell: +27 - (0)83 9479 042 email: RKrug at sun.ac.za Rainer at krugs.de