Description Usage Arguments Value Author(s) Examples
This function computes the main parameters of the subsampling method. The values it returns are needed in following computing process of the function SUE.lm
.
1 | parameters(N, ns, a = 0.1, E = 0.99, p = 0.99, method = "default")
|
N |
The number of observations of a sample |
ns |
The subsample size |
a |
The proportion of contamination |
E |
The desired efficiency |
p |
The probability of having at least r* good subsamples |
method |
The options to generate parameters in different mechanisms |
ns |
The subsamples size |
r |
The number of subsamples to be combined |
k |
The total number of subsamples to be gemerated |
Jim Yi
1 2 3 4 5 6 7 8 | ##Generate parameters of the data with N=50 observations
parameters(50)
##Generate parameters using method="small.k"
parameters(50,a=0.2,method="small.k")
##Generate parameters using method="appro.k"
parameters(50,a=0.05,method="appro.k")
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