Description Usage Arguments Value Author(s) References Examples
Function that computes a Hogg-type adaptive scheme for linear models. This scheme is dicussed in detail in Section 7.6 of kloke and McKean (2014).
1 | adaptor(xmat, y, delta = 0.8, hparm = 2)
|
xmat |
design matrix |
y |
vector of responses |
delta |
window type parameter used in estimate of scale parameter tau; default is 0.80. |
hparm |
Huber's cutoff value for outliers used in estimate of scale parameter tau; default is 2. |
fitwil |
Rank-based fit of linear model using Wilcoxon scores |
fitsc |
Rank-based fit of linear model using score function selected by adaptive procedure |
fitsc |
Score selected by adaptive procedure. |
iscore |
Numerical indicator of score selected by adaptive procedure. |
Joe McKean, mckean@wmich.edu
Kloke, J. and McKean, J.W. (2014), Nonparametric statistical methods using R, Boca Raton, FL: Chapman-Hall.
1 2 3 |
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