Solve model FisherEM in economics?
Solution;FisherEM
Data= iris
res = fem(iris[,-5],K=3,model='DkBk',method='reg')
> res
* Model: The chosen model is DkBk with K = 3 (icl=-382.5303)
* Loading matrix (zero values are denoted by .):
U1 U2
Sepal.Length 0.001 0.001
Sepal.Width 0.001 0.443
Petal.Length 0.625 0.001
Petal.Width 0.487 0.821
> plot(res)
> fem.ari(res,as.numeric(iris[,5]))
[1] 0.7733799
> res = fem(iris[,-5],K=2:6,model='all',method='svd')
> res
* Model: The chosen model is DkB with K = 4 (icl=-318.3845)
* Loading matrix (zero values are denoted by .):
U1 U2 U3
Sepal.Length 0.001 0.001 0.001
Sepal.Width 0.233 0.001 0.001
Petal.Length 0.001 0.465 0.001
Petal.Width 0.001 0.001 0.434
> plot(res)
> fem.ari(res,as.numeric(iris[,5]))
[1] 0.6885584
0 Comments