[R] testing slope
Ronaldo Reis Jr.
chrysopa at insecta.ufv.br
Tue Feb 4 22:43:03 CET 2003
Hi all,
I try to test a linear slope using offset.
I have:
> m2 <- glm(Y~X*V)
> summary(m2)
Call:
glm(formula = Y ~ X * V)
Deviance Residuals:
Min 1Q Median 3Q Max
-2.01688 -0.56028 0.05224 0.53213 3.60216
Coefficients:
Estimate Std. Error t value Pr(>|t|)
(Intercept) 1.3673 0.8476 1.613 0.119788
X 4.0235 0.1366 29.453 < 2e-16 ***
Vn2 0.9683 1.1987 0.808 0.427131
Vn3 4.6043 1.1987 3.841 0.000787 ***
X:Vn2 4.1108 0.1932 21.279 < 2e-16 ***
X:Vn3 -4.0069 0.1932 -20.740 < 2e-16 ***
---
Signif. codes: 0 `***' 0.001 `**' 0.01 `*' 0.05 `.' 0.1 ` ' 1
(Dispersion parameter for gaussian family taken to be 1.53955)
Null deviance: 15303.977 on 29 degrees of freedom
Residual deviance: 36.949 on 24 degrees of freedom
AIC: 105.39
Number of Fisher Scoring iterations: 2
It is clear that X slope is diferent of Zero.
X 4.0235 0.1366 29.453 < 2e-16 ***
It is too clear that X:Vn2's slope is diferent of X's slope and diferent of
Zero, because is greater than X'slope.
X:Vn2 4.1108 0.1932 21.279 < 2e-16 ***
But, the X:Vn3' slope is different of X'slope, but not necessarily different
of Zero.
How I make to introduce this parameter in a new model for test? An offset only
with Vn3 slope???
I try:
m2 <- glm(Y~V*offset(0*X))
m2 <- glm(Y~X*V+V*offset(0*X))
m2 <- glm(Y~V:X+V*offset(0*X))
but neither work :((
Thanks for all.
Ronaldo
--
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