ds_1 | R Documentation |
Non-parametric one-sample hypothesis testing via dynamic slicing. By mapping sample values to the quantile of null distribution, ds_1
test whether they follow uniform distribution on [0, 1] via a regularized likelihood-ratio. Its calculated is based on a dynamic programming procedure.
ds_1(y, lambda, alpha)
y |
Vector: quantiles of observations according to null distribution. |
lambda |
|
alpha |
|
Value of dynamic slicing statistic for one-sample test. It is nonnegative. The null hypothesis that observations are from the null distribution is rejected if this statistic is greater than zero, otherwise accept the null hypothesis.
ds_eqp_1
.
n <- 100
mu <- 0.5
x <- rnorm(n, mu, 1)
y <- pnorm(sort(x), 0, 1)
lambda <- 1.0
alpha <- 1.0
dsres <- ds_1(y, lambda, alpha)
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