Set two coefficients to be equal in lme()
If D1 and D2 are coded {-.5, .5} as you suggested in a separate email, then D1+D2 = 0 if all cases either belong to group D1 or D2 and never both. Then read Treat * new_var = 0, a constant not a variable.
In that case, simply use Treat in the model by itself - again, this is the same as constraining both groups to have the same Treat coefficient.
lme(value ~ 0 + D1 + D2 + Treat, random = ~0 + D1 + D2 | Student, data = data)
Also, basic idea behind all this is: b * x1 + b * x2 = b * (x1 + x2).
James.
From: R-sig-mixed-models <r-sig-mixed-models-bounces at r-project.org> on behalf of Uanhoro, James <uanhoro.1 at buckeyemail.osu.edu>
Sent: Saturday, January 16, 2021, 01:10
To: r-sig-mixed-models at r-project.org
Subject: Re: [R-sig-ME] Set two coefficients to be equal in lme()
Sent: Saturday, January 16, 2021, 01:10
To: r-sig-mixed-models at r-project.org
Subject: Re: [R-sig-ME] Set two coefficients to be equal in lme()
Dear Simon,
Create a variable that is the sum of D1 * Treat and D2 * Treat and place it in the model:
data$new_var <- (data$D1 + data$D2) * data$Treat
lme(value ~ 0 + D1 + D2 + new_var, random = ~0 + D1 + D2 | Student, data = data)
The coefficient of new_var in the model above is the coefficient for both variables if their coefficients were constrained equal.
James.
On Fri, 2021-01-15 at 23:42 -0600, Simon Harmel wrote:
Dear All,
I was wondering if it might be possible in my below model to set
"D1:Treat" and "D2:Treat" to be equal?
lme(value ~ 0 + D1 + D2 + D1:Treat + D2:Treat, random = ~0 + D1 + D2 |
Student, data = data)
Thank you,
Simon
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