[R] Not the same length

Ana PGG
Tue, 17 Sep 2019 20:12:34 -0000

Dear Varin Sacha,

My guess to try to help you is the following:

I think you may want to change this:
y_obs <- rnorm(n*0.9, y_model, 0.1) + rnorm(n*0.1, y_model, 0.5)
for:
y_obs <- c( rnorm(n*0.9, y_model, 0.1), rnorm(n*0.1, y_model, 0.5) )
then y_obs:

> length(y_obs)
[1] 2000


De: varin sacha via R-help
Enviado: martes, 17 de septiembre de 2019 21:49
Para: R-help Mailing List
Asunto: [R] Not the same length

Dear R-helpers,

Doing dput(x) and dput(y_obs), the 2 vectors are not the same length (1800 for
y_obs and 2000 for x)
How can I solve the problem ??

Here is the reproducible R code

? #? #? #? #? #? #? #? #? #? #
library(mgcv)
 library(earth)

n<-2000
x<-runif(n, 0, 5) ?
 y_model<- 0.1*x^3 - 0.5 * x^2 - x + 10 ?
y_obs<-rnorm(n*0.9, y_model, 0.1)+rnorm(n*0.1, y_model, 0.5)
gam_model<- gam(y_obs~s(x))
mars_model<- earth(y_obs~x) ?
MSE_GAM<-mean((gam_model$fitted.values - y_model)^2)
MSE_MARS<-mean((mars_model$fitted.values - y_model)^2) ?
MSE_GAM
MSE_MARS
? #? #? #? #? #? #? #? #? #? #? #? #? #? #? #? #

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