mean vs. adjusted mean [General Statistics]
Ahoy ElMaestro, hi Yuvraj!
Just for the record: The term “least squares means” is ‘invented’ by
.
In statistical textbooks you may find the term “adjusted means”.
Adjusted means are used if the design is imbalanced (in the balanced case, geometric means = adjusted means). If in ElMaestro’s example we don’t have the third values for the test, the geometric mean for test will be 11.2, but without knowing the design and running the model we have no idea what the adjusted mean is.
❝ ❝ I am not getting why we used geometric least square means instead of mean in BA/BE studies.
❝
❝ [...] we end up with a quantity that can be thought of as the geometric mean.
❝ Example (somewhat simplified):
❝ Consider these three AUCs for Test: 10.1, 12.4, 11.4
❝ And for Ref : 11.5, 11.6, 13.2
Just for the record: The term “least squares means” is ‘invented’ by
.In statistical textbooks you may find the term “adjusted means”.
Adjusted means are used if the design is imbalanced (in the balanced case, geometric means = adjusted means). If in ElMaestro’s example we don’t have the third values for the test, the geometric mean for test will be 11.2, but without knowing the design and running the model we have no idea what the adjusted mean is.
—
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Dif-tor heh smusma 🖖🏼 Довге життя Україна!
![[image]](https://static.bebac.at/pics/Blue_and_yellow_ribbon_UA.png)
Helmut Schütz
![[image]](https://static.bebac.at/img/CC by.png)
The quality of responses received is directly proportional to the quality of the question asked. 🚮
Science Quotes
Complete thread:
- why geometric least square means instead of mean yuvrajkatkar 2010-03-19 09:36
- why geometric least square means instead of mean ElMaestro 2010-03-19 11:06
- mean vs. adjusted meanHelmut 2010-03-19 14:39
- mean vs. adjusted mean ElMaestro 2010-03-19 16:06
- mean vs. adjusted mean ElMaestro 2010-03-21 00:05
- mean vs. adjusted mean ElMaestro 2010-03-19 16:06
- mean vs. adjusted meanHelmut 2010-03-19 14:39
- why geometric least square means instead of mean ElMaestro 2010-03-19 11:06
