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2017 Aug 23
3
boot.stepAIC fails with computed formula
...Message-----
From: Bert Gunter [mailto:bgunter.4567 at gmail.com]
Sent: 22 August 2017 20:38
To: Stephen O'hagan <SOhagan at manchester.ac.uk>
Cc: r-help at r-project.org
Subject: Re: [R] boot.stepAIC fails with computed formula
OK, here's the problem. Continuing with your example:
strt1 <- lm(y1 ~1, dat)
strt2 <- lm(frm1,dat)
> strt1
Call:
lm(formula = y1 ~ 1, data = dat)
Coefficients:
(Intercept)
41.73
> strt2
Call:
lm(formula = frm1, data = dat)
Coefficients:
(Intercept)
41.73
Note that the formula objects of the lm object are different: strt2 do...
2017 Aug 22
0
boot.stepAIC fails with computed formula
OK, here's the problem. Continuing with your example:
strt1 <- lm(y1 ~1, dat)
strt2 <- lm(frm1,dat)
> strt1
Call:
lm(formula = y1 ~ 1, data = dat)
Coefficients:
(Intercept)
41.73
> strt2
Call:
lm(formula = frm1, data = dat)
Coefficients:
(Intercept)
41.73
Note that the formula objects of the lm object are different: strt2
do...
2017 Aug 23
0
boot.stepAIC fails with computed formula
...o:bgunter.4567 at gmail.com]
> Sent: 22 August 2017 20:38
> To: Stephen O'hagan <SOhagan at manchester.ac.uk>
> Cc: r-help at r-project.org
> Subject: Re: [R] boot.stepAIC fails with computed formula
>
> OK, here's the problem. Continuing with your example:
>
> strt1 <- lm(y1 ~1, dat)
> strt2 <- lm(frm1,dat)
>
>
>> strt1
>
> Call:
> lm(formula = y1 ~ 1, data = dat)
>
> Coefficients:
> (Intercept)
> 41.73
>
>> strt2
>
> Call:
> lm(formula = frm1, data = dat)
>
> Coefficients:
> (Intercept...
2017 Aug 22
4
boot.stepAIC fails with computed formula
I'm trying to use boot.stepAIC for feature selection; I need to be able to specify the name of the dependent variable programmatically, but this appear to fail:
In R-Studio with MS R Open 3.4:
library(bootStepAIC)
#Fake data
n<-200
x1 <- runif(n, -3, 3)
x2 <- runif(n, -3, 3)
x3 <- runif(n, -3, 3)
x4 <- runif(n, -3, 3)
x5 <- runif(n, -3, 3)
x6 <- runif(n, -3, 3)
x7