Compute the sample standard deviation of response data$y at repeated predictor data$x.
Usage
nonrepl(data)
Arguments
data
list of response data$y and predictor data$x.
Value
list of result include standard deviations and information about repeated data as:
x
ordered data predictor.
y
ordered data response by predictor.
xk
nonrepeated data of x's.
ni
number of repeated of each xk's.
xm
position of each xk's in ordered x.
k
length of non repeated data, xk.
xo
yq
ys
Details
If predictor \(x(i)\) repeated \(n_i\) times, the sample variance of response is compute for \(y(i,j), j=1,...,n_i\).
References
This function provided by
Bunke, O., Droge, B., Polzehl, J. Splus tools for model selection in nonlinear regression (1998) Computational Statistics, 13 (2), pp. 257-281.