cancel
Showing results for 
Show  only  | Search instead for 
Did you mean: 
JMP is taking Discovery online, April 16 and 18. Register today and join us for interactive sessions featuring popular presentation topics, networking, and discussions with the experts.
Choose Language Hide Translation Bar
tox
tox
Level III

Comparison of slopes of lines

Good afternoon,

I have a dataset that examines the concentration of a compound over time as a function of one of four different treatments.  I want to compare the slopes (i.e. the inactivation rate) between the different treatments to see if there are significant differences.  From other post in the discussion, I believe I have been able to enter the data correctly and determine that there are significant differences in the slopes, or inactivation rates, by examining the interaction term (i.e. treatment x time)  in the effect tests output.  Both treatment and time are also significant by themselves.  Where I am unsure is how to apply the multiple comparisons tests to examine the pairwise comparisons to determine which treatments differ from each other.  Any guidance would be greatly appreciated.

Thanks in advance,

Paul

1 ACCEPTED SOLUTION

Accepted Solutions

Re: Comparison of slopes of lines

If you chose the Effect Leverage emphasis in the Fit Model launch dialog, then click the red triangle next to the leverage plot for the treatment effect and select one of the multiple comparison procedures, such as Turkey HSD.

 

If you chose another emphasis, then open the Effect Details outline, and use the red triangle menu from there.

View solution in original post

4 REPLIES 4

Re: Comparison of slopes of lines

If you chose the Effect Leverage emphasis in the Fit Model launch dialog, then click the red triangle next to the leverage plot for the treatment effect and select one of the multiple comparison procedures, such as Turkey HSD.

 

If you chose another emphasis, then open the Effect Details outline, and use the red triangle menu from there.

tox
tox
Level III

Re: Comparison of slopes of lines

Thanks for the reply - I was able to find it. One additional question - I only want to know whether the slopes of the lines are different, and am not interested in the intercepts. Are the comparisons provided by the Tukey HSD, for example, telling me that the slopes are different , or just that the lines (slopes and/or intercepts) are different? Thanks in advance.

Re: Comparison of slopes of lines

I see. I read your original post about using multiple comparisons and thought of the main categorical effect, which is only about the intercept.

 

See this discussion for an explanation of how to test slopes.

HankStamper
Level I

Re: Comparison of slopes of lines

With 4 treatments and multiple time points, you might get a whole bunch of invalid comparisons if you use Tukey's i.e. comparing treatments between different time points. To overcome this, you can use the contrast post hoc and choose the comparisons you want to make.