##Modelos Aditivo Generalizado -GAM

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## Loading required package: mgcv
## Loading required package: nlme
## Warning: package 'nlme' was built under R version 3.6.2
## This is mgcv 1.8-31. For overview type 'help("mgcv-package")'.
## Gu & Wahba 4 term additive model

## 
## Family: gaussian 
## Link function: identity 
## 
## Formula:
## y ~ s(x0) + s(x1) + s(x2) + s(x3)
## 
## Parametric coefficients:
##             Estimate Std. Error t value Pr(>|t|)    
## (Intercept) 7.797501   0.008514   915.9   <2e-16 ***
## ---
## Signif. codes:  0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
## 
## Approximate significance of smooth terms:
##         edf Ref.df         F p-value    
## s(x0) 5.456  6.578   706.391  <2e-16 ***
## s(x1) 6.114  7.270  5709.191  <2e-16 ***
## s(x2) 8.990  9.000 11496.562  <2e-16 ***
## s(x3) 1.000  1.000     2.853   0.092 .  
## ---
## Signif. codes:  0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
## 
## R-sq.(adj) =  0.997   Deviance explained = 99.7%
## GCV = 0.030725  Scale est. = 0.028993  n = 400

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