Prints summary statistics of the L cve component.
Prints a summary statistics of the L component of a cve object #' for k = min.dim, ..., max.dim.
## S3 method for class 'cve' summary(object, ...)
No return value, prints human readable summary.
# create B for simulation B <- rep(1, 5) / sqrt(5) set.seed(21) # create predictor data x ~ N(0, I_p) x <- matrix(rnorm(500), 100) # simulate response variable # y = f(B'x) + err # with f(x1) = x1 and err ~ N(0, 0.25^2) y <- x %*% B + 0.25 * rnorm(100) # calculate cve for unknown reduction dimension. cve.obj.simple <- cve(y ~ x) summary(cve.obj.simple)
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