[R] GLM output problem
Anderson Eduardo
andersonaed at gmail.com
Wed Aug 31 19:03:43 CEST 2016
Hello
I have started to work with GLM and I am facing the following problem:
If I take:
y = c(0, 0, 0, 0, 1, 0, 1, 1, 1, 1, 1, 1, 0, 0, 0, 0, 0, 0)
x = 1:18
model = y ~x + I(x^2)
GLM = glm(model, family=binamial(link = logit))
And use the parameters returned by GLM to contruct an equation for the
regression model:
model.eq = -0.446078 + 0.267673*x - 0.014577*I(x^2)
And backtransform it from the logit to the natural scale (using the inverse
link-function for this case):
model.proj = exp(model.eq)/(1+exp(model.eq))
the plot for model.proj~x is not the same of the plot for fitted(GLM)~x
(see the output attached).
Why is this happening? Can someone help me?
Regards,
Anderson Eduardo
--
Anderson A. Eduardo
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Lattes <http://lattes.cnpq.br/3826166230581311> | Researcher ID
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<https://scholar.google.com.br/citations?user=oOUjq9IAAAAJ&hl=pt-BR> | Site
<http://andersonaireseduardo.xpg.uol.com.br/>
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