[R-sig-ME] Help with interpreting one fixed-effect coefficient

Simon Harmel @|m@h@rme| @end|ng |rom gm@||@com
Sat Sep 25 23:26:39 CEST 2021


Dear Colleagues,

Apologies for crossposting (https://stats.stackexchange.com/q/545975/284623).

I've two categorical moderators i.e., students' ***sex*** (`boys`,
`girls`) and the ***school-gender system*** (`boy-only`, `girl-only`,
`mixed`) in a model like: `y ~ sex + schoolgend`.

My coefs are below. I can interpret three of the coefs but wonder how
to interpret the third one from the top (.175)?

Assume "intrcpt" represents the boys' mean in mixed schools.

                         Estimate
(Intercept)             -0.189
schgendboy-only   0.180
schgendgirl-only    0.175
sexgirls                  0.168

My interpretations of the coefficients are as follows:

            "(Intercept)": mean of y for boys in mixed schools = -.189
 "schgendboy-only": diff. bet. boys in boy-only vs. mixed schools = +.180
  "schgendgirl-only": diff. bet. ???????????????????????????? = +.175
                "sexgirls": diff. bet. girls vs. boys in mixed schools = +.168

If my interpretation logic for all other coefs is correct, then, this
third coef. must mean:

diff. bet. boys in girl-only vs. mixed schools = +.175! (which makes no sense!)

ps. I know I will end-up interpreting +1.75 as: diff. bet. girls in
girl-only vs. mixed schools BUT this doesn't follow the interpretation
logic for other coefs PLUS there are no labels in the output to show
what's what!

Many thanks,
Simon



More information about the R-sig-mixed-models mailing list