I want to study how some certain parameters affect sensors of different manufacturers. To study any possible interactions, e.g., in lm
in R
, it is possible to study these interaction effects via
lm(Response ~ (rH + T)^2, data = df)
where A is the response to the predictors A
and B
. I'm in the weird situation now, that humidity rH
and temperature T
have a strong influence on both sensors while the interaction term has also a strong influence on the one sensor and on the other not at all.
How do I interpret this? Even in general, how to treat interaction terms? When, in my case, humidty and temperature have already an influence, is there any (physical) meaning for their interaction?