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npmlda (version 1.0.0)

CVlm: Leave one-subject cross-validation score for local linear fit

Description

Leave one-subject cross-validation score for local linear fit

Usage

CVlm(Xvec, Yvec, bw, ID, Wt)

Arguments

Xvec, Yvec

numeric vectors of data values, Xvec and Yvec must have the same length.

bw

a bandwidth of the Epanechnikov kernel

ID

subject ID of the data value

Wt

a weight vector, may be subject-specific. a weight vector or a constant. For longitudinal data, Wt=1/N corresponds to measurement uniform weight and Wt=1/(nni) corresponds subject uniform weight.