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I want to run a Gaussian GLM with a log link and an offset. The following problems arise:
y <- c(1,1,0,0)
t <- c(5,3,2,4)
No problem:
exp(coef(glm(y~1 + offset(log(t)), family=poisson)))
with family=gaussian, starting values need to be specified, it works here:
exp(coef(glm(y~1, family=gaussian(link=log), start=0)))
but does not work here:
exp(coef(glm(y~1 + offset(log(t)), family=gaussian(link=log), start=0)))
Error in eval(expr, envir, enclos) : cannot find valid starting values: please specify some"
Does anyone see what's wrong (hopefully just in my coding) ?