Thursday, November 26, 2020

Interpreting multilevel mixed-effects linear regression

Hi,

I am doing medical research and I am currently facing some challenges.

I have received help from the biostatistics department and they helped me create this model:

mixed Concentration_of_1 bn.Randomization Dose_of_Drug_1 Concentration_of_Drug_2 Weight || ID:

Two groups were examined to see if Drug 3 had an influence on the Concentration of Drug 1. They were randomized into two groups, Group B receiving Drug 3 and Group A not receiving it.
Factors to also consider that might have an effect were Dosage of Drug 1, Concentration of drug 2 and weight. Each person had several samples.

I am having a hard time interpreting the coefficients. What do they really mean? And I was told that the p-values aren't of much importance here, but rather the confidence intervals.
And how come there is no coefficient for group B? Is this right?

Your help is much appreciated.
Array

No comments:

Post a Comment